Tunisia IoT & AI Challenge
Graduation Projects Track
Here you can find new the status of registration for each track available, submission system health monitoring & view submissions directly through the website management portal.
| University/Institution | Faculty/College | City | Graduation Project Title | Project Description | فكرة المشروع (باللغة العربية) | Supervisor Name | Supervisor Email Address | How do you expect to benefit from participation in Tunisia IoT & AI Challenge? | Number of Team Members | Member 1: Full name in English | Member 1: Full name in Arabic | Member 1: Email Address | Member 1: Mobile Phone | Member 1: Gender | Member 1: Department | Member 1: GPA/Overall Grade | Member 1: CV/Resume | Member 1: Personal web page or LinkedIn profile | Member 1: Technical Skills | Member 1: Technical Experience and Achievements | Member 1: Self-Learning | Member 2: Full name in English | Member 2: Full name in Arabic | Member 2: Email Address | Member 2: Mobile Phone | Member 2: Gender | Member 2: Department | Member 2: GPA/Overall Grade | Member 2: CV/Resume | Member 2: Personal web page or LinkedIn profile | Member 2: Technical Skills | Member 2: Technical Experience and Achievements | Member 2: Self-Learning | Member 3: Full name in English | Member 3: Full name in Arabic | Member 3: Email Address | Member 3: Mobile Phone | Member 3: Gender | Member 3: Department | Member 3: GPA/Overall Grade | Member 3: CV/Resume | Member 3: Personal web page or LinkedIn profile | Member 3: Technical Skills | Member 3: Technical Experience and Achievements | Member 3: Self-Learning | Member 4: Full name in English | Member 4: Full name in Arabic | Member 4: Email Address | Member 4: Mobile phone | Member 4: Gender | Member 4: Department | Member 4: GPA/Overall Grade | Member 4: CV/Resume | Member 4: Personal web page or LinkedIn profile | Member 4: Technical Skills | Member 4: Technical Experience and Achievements | Member 4: Self-Learning | Member 5: Full name in English | Member 5: Full name in Arabic | Member 4: Email Address | Member 5: Mobile Phone | Member 5: Gender | Member 5: Department | Member 5: GPA/Overall Grade | Member 5: CV/Resume | Member 5: Personal web page or LinkedIn profile | Member 5: Technical Skills | Member 5: Technical Experience and Achievements | Member 5: Self-Learning | consent1 | hidden1 | Entry Date | Entry ID | User IP |
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| Tek-up | Tek-up | Ariana | Nawara | mobile application to help women to defend themselves against violence | تطبيق الهاتف المحمول لمساعدة النساء على الدفاع عن أنفسهن ضد العنف | Chiraz CHAHBANI | 0 | project management support | 1 | Chiraz CHAHBANI | Chiraz CHAHBANI | chirazchahbeni@gmail.com | 216,00 | Female | Mobile development | 4,00 | Nbs5pTYSF98L-Chiraz-Chahbani-CV-2.pdf | 0 | mobile development, AWS | web development trainer | flutter, aws cloud practitioner certified | checked | 09/07/2023 09:12 PM | 7.496 | 1.655.112,00 | |||||||||||||||||||||||||||||||||||||||||||||||||
| National Engineering School of Carthage | National Engineering School of Carthage | Tunisia | predictive maintenance | using machine learning, software prototyping to develop tools that can address several challenges in the domain of critical infrastructure protection Predictive analytics for maintenance in Critical infrastructure | باستخدام التعلم الآلي ، والنماذج الأولية للبرامج لتطوير الأدوات التي يمكنها مواجهة العديد من التحديات في مجال حماية البنية التحتية الحيوية التحليلات التنبؤية للصيانة في البنية التحتية الحرجة | walid barhoumi | 0 | camera , training | 1 | majdi oussaifi | مجدي وصيفي | majdi.oussaifi@enicar.ucar.tn | 21.626.497.002,00 | Male | Tic | 1,00 | Majdi-OUSSAIFI.pdf | Understanding of programming to coordinate projects. Examples include: Java/JavaScript CSS HTML Python SQL Another niche technical skill, experience and knowledge of the world of artificial intelligence (AI) is becoming more and more needed in software and web development businesses. Skills in AI encompass programming language knowledge as well as understanding of neural network architectures, data analysis and engineering, and hardware development. |
web development HTML/CSS/JavaScript Debugging GIT/Github Backend developing Front end developing | I have developed some pretty good research skills. But even if you I haven’t had to research for study, research skills are a really needed technical skill in many careers.Good research can find, understand, analyse and present relevant information from multiple sources for a specific reason.This is more than just reading an article and making notes; technical research skills include looking at numerical data, reading technical or industry journals, and even conducting oral interviews. | checked | 01/02/2023 11:13 PM | 5.525 | 10.216.946.242,00 | ||||||||||||||||||||||||||||||||||||||||||||||||||
| ESPRIT : Ecole Sup Privée d'Ingénierie et de Technologies | ESPRIT : Ecole Sup Privée d'Ingénierie et de Technologies | Ariana | EyeTrap - An intelligent Monitoring for Insect Pests in Agriculture | an Insect Pest Monitoring solution based on IA and IOT that helps farmers to protect their crops at the right time. first of all, catch the insects with the pheromone that placed in the trap in order to not moving after that transform the captured image with the camera to the monitoring system. next, detect the insects and count it. finally, alert the farmer to protect his crops based on the certain threshold number via our platform. |
مراقبة الآفات الحشرية IA و IOT يساعد المزارعين على حماية محاصيلهم في الوقت المناسب. بادئ ذي بدء ، يقم بإمساك الحشرات بالفيرمونات الموضوعة في المصيدة حتى لا تتحرك بعد ذلك تحويل الصورة الملتقطة بالكاميرا إلى نظام المراقبة. بعد ذلك ، اكتشف الحشرات وعدها. أخيرًا ، تنبيه المزارع لحماية محاصيله بناءً على عدد الحشرات المعين عبر منصتنا. |
First of all, I am very pleased to apply in this challenge and thank you for this warm opportunity. I would like to improve more my skills in the public speaking to pitch behind many people from different places I want to be able to speak well and I want a networking and a tools that can help me to progress in my project |
1 | Latifa sassi | لطيفة الساسي | latifa.sassi1@esprit.tn | 21.653.297.987,00 | Female | IT | 4,00 | CV_latifaSassi.pdf | I am in the IT field, specialized in data science. I have developed with python for 5 years. I have many skills in the field of data science specially computer vision. | I have developed many projects specially in the field of data science( machine learning, deep learning). I am working now in a project in AI, computer vision(object detection) I am familiar with the development also with React JS, NodeJS, Angular also Django full stack with python. | I have many courses that I have learned from coursera, also from Nvidia specially in deep learning. I enjoy those courses because I feel that I have achieved something by myself | checked | 30/07/2022 09:48 PM | 1.595 | 197.211.952,00 | ||||||||||||||||||||||||||||||||||||||||||||||||||||
| Higher School of Communication of Tunis Supcom | Higher School of Communication of Tunis Supcom | Tunis | GuideMe | It has been always hard for blind people to navigate around even short distances, using classic methods such as sticks and trained dogs, and always need assistance and company. This is where our project named "GuideMe" comes to overcome this misery. Based on object recognition modules and computer vision technology, GuideMe is a very light chest wearable cincture equipped with a high-resolution wide camera that is connected to an Arduino carte through Bluetooth to run an object recognition AI module to describe the path and the different turns for the user so he can avoid obstacles and move smoothly on his own in every situation. the user will get all the information needs from the Arduino to his phone that runs a voice module system to describe in detail the different objects on his way. GuideMe aims to fulfill this objective for now, but many features can be added long-term, such as a GPS module for directions. GuideMe is a costless IoT and AI-based solution with different hardware choices on the market. GuideMe, as it is simple to use as is effective and practical. |
لطالما كان من الصعب على المكفوفين التنقل حول مسافات قصيرة ، باستخدام الأساليب الكلاسيكية مثل العصي والكلاب المدربة ، ويحتاجون دائمًا إلى المساعدة والشركة. هذا هو المكان الذي يأتي فيه مشروعنا المسمى "GuideMe" للتغلب على هذا البؤس. استنادًا إلى وحدات التعرف على الكائنات وتقنية رؤية الكمبيوتر ، فإن GuideMe عبارة عن صبغة خفيفة للغاية يمكن ارتداؤها في الصدر ومجهزة بكاميرا عريضة عالية الدقة متصلة بعربة Arduino من خلال Bluetooth لتشغيل وحدة التعرف على الكائنات AI لوصف المسار والمنعطفات المختلفة للمستخدم حتى يتمكن من تجنب العقبات والتحرك بسلاسة بمفرده في كل موقف. سيحصل المستخدم على جميع المعلومات التي يحتاجها من Arduino إلى هاتفه الذي يقوم بتشغيل نظام وحدة صوتية لوصف بالتفصيل الأشياء المختلفة في طريقه. يهدف GuideMe إلى تحقيق هذا الهدف في الوقت الحالي ، ولكن يمكن إضافة العديد من الميزات على المدى الطويل ، مثل وحدة GPS الخاصة بالاتجاهات. GuideMe هو حل غير مكلف قائم على إنترنت الأشياء والذكاء الاصطناعي مع خيارات أجهزة مختلفة في السوق. GuideMe ، لأنه سهل الاستخدام وفعال وعملي. |
As a "GuideMe" team, we are really looking for this challenge so we can exchange bits of knowledge with other competitors as well as take advantage of the mentorship in order to gain more experiences and acquire new skills. | 2 | Nawfal Guefrachi | نوفل القفراشي | nawfal.guefrachi@supcom.tn | 21.650.332.958,00 | Male | ICT "Information and Communication Technologies" | 2,75 | Nawfal-Guefrachi.pdf | C++,embedded system,AI,IoT,4G Network | *internship in 4G optimization at Huawei *Implementation of a machine learning model to predict next position for IoT Node for LoRaWan network |
machine learning and computer vision | Nada Akkari | ندي العكاري | nada.akkari@supcom.tn | 26/12/7208 | Female | ICT "Information and Communication Technologies" | 3,00 | Nada.pdf | C++,embedded system,IoT,AI | *internship at Telnet *Designing a meteorological station in Tunisia, collect, transmit and store data from various sensors |
web development | checked | 20/07/2022 09:03 PM | 1.275 | 197.274.217,00 | |||||||||||||||||||||||||||||||||||||||||
| University Of Sfax | ENIS | Sfax | Toward Incremental Learning: Application to the recognition of ancient multilingual manuscripts | All the DL models require huge annotated data at the beginning, however, and to be realistic, not all the existing data are labeled. Therefore, the user must supervise all the training phases and correct the errors in order to add and retrain progressively the network with the corrected data. The objective is not to reduce the error rate only but to reduce the total time to annotate, correct and train the network. | تتطلب جميع نماذج التعلم العميق بيانات مشروحة ضخمة في البداية ، ومع ذلك ، لكي تكون واقعية ، لا يتم تصنيف جميع البيانات الموجودة. لذلك ، يجب على المستخدم الإشراف على جميع مراحل التدريب وتصحيح الأخطاء من أجل إضافة وإعادة تدريب الشبكة تدريجياً بالبيانات المصححة. الهدف ليس فقط تقليل معدل الخطأ ولكن تقليل الوقت الإجمالي لتعليق الشبكة وتصحيح الأخطاء والتدريب. | Fadoua DRIRA | 0 | It's going to be a new experience and every experience adds something to our knowledge. | 1 | Asma kharrat | اسماء الخراط | asma_kharrat@ieee.org | 21.625.579.173,00 | Female | Computer science | 4,00 | cv-AsmaKHARRAT-.pdf | 0 | Programming Language: Python, Java, C++ =>Level: Average |
Writer Identification based on Arabic Handwrinting | ML from tutorials-Coursera, Udemy, youtube... | checked | 20/07/2022 08:36 PM | 1.272 | 10.215.660.222,00 | |||||||||||||||||||||||||||||||||||||||||||||||||
| University of Sfax | Higher Institute of Computer Science and Multimedia of Sfax | Sfax | A decentralized Data Management system for IIoT. Use case: A smart supply chain management system using IoT, AI and Blockchain technology. | Digital transformation is mandatory for enterprises to compete in the digital economy era. Industry 4.0 is a rising paradigm that started in 2011 in Germany, and it was exported to other developed countries such as the USA, th UE, a,d Canada. this novel paradigm consists of the adoption of ICT technology, IoT, AI, Cyber-Physical systems, etc. into the industrial process to increase business capability and competitiveness. Many industrial domains have adopted the industrial IoT (IIoT) paradigm along with AI technology, and Blockchain technology (BCT). The supply chain is one of these industrial fields that leverage the aforementioned technologies. Supply chain management consists of the flow of products from the acquisition of the raw materials to the end consumer passing by manufacturing, distribution, wholesales, and retailers. This flow of product is coupled with a flow of information. Information can be about different stakeholders (the network participants) such as suppliers, manufacturers, distributors, retailers, and customers that are connected to each other through ICT technologies. Information can be their addresses, ages, names, etc. Information can also be about the product itself such as the quantities (ordered, delivered, stored, etc), the weight, the color, and the environmental requirement conditions of conservation (temperature, pressure, humidity, etc), and its location through the different phases of the supply chain. Information about raw materials (the quantity sent, the price, ect.). In the existing supply chain system, there is a lack of entirely trust, and it is impossible to monitor the status of the product from the acquisition of the raw materials to the comsumption passing throuh the production process. However, there is a need to control the environmental conditions in rea-time, especially in the case of the cold chain (foods and medicines). There is a lack of real-time communication between different stakeholders which can lead to asynchronous information and human errors. IoT, AI, and Blockchain are novel technologies that can support supply chain management to make it more efficient, flexible and smart (intelligent decision making). IoT devices such as Cyber-Physical systems, sensors, actuators, intelligent machines etc. contribute to collect data from the environment in which the product is stored, manufactured, distributed, and so on. they can also inform the supply chain actors about the location of the product (product tracking), and about the environmental measurements in real-time. Blockchain is a distributed database enabling secure and encrypted data storage for better data sharing, visibility and transparency in the supply chain. All the actors of the supply chain including the end consumer, can see in real-time the status of the product, its location, if there is a violation of the conservation requirement conditions or not, and if the product is still valid or not. This can be computed using smart contacts of blockchain and the AI technology enabling the handling of the data collected and stored into blockchain database. AI can deal with the collected data in order to select the pertinent features, manage the energy consumption, manage the inventory, and control the product's conditions for real-time decision making. AI can also support the supply chain management by providing it with an order prediction system. At the enpoint of the supply chain, an AI algorithm can decide if a product is still valid or not according to the path that it passed through and the data collected. My proposed solution will be a framework that enables sustainable cold chain management system based on IoT, AI and Blockchain. The cold chain can be a food chain (which can be applied for the fish exporting chain in Tunisia) or a pharmaceutic chain (covid-19 vaccine) that needs precision tracking and control of the good and its requirement conditions of storage and conservation in real-time. Also, the real-time management of the exchanged data between the different stakeholders is mandatory such as orders management, invoce management, avoiding product recalls, etc. The proposed framework is a decentralized data management system that privides a Smart Supply Chain Management for food and pharmaceutic industry. The use case will be a Smart Supply Chain management Framework for the Covid-19 Vaccine: Preparing for Purchasing, Production and Distribution. In every stage from the acquisition of the raw materials to the using of the vaccine by the patient, we can collect and track data that will be shared between the different stakeholders, handled, and valued informations will be extracted from it. |
يعد التحول الرقمي إلزاميا و مهما للمؤسسات للحفاظ على قدرتها التنافسية في عصر الإقتصاد الرقمي و التطور التكنولوجي. الجيل الرابع للصناعة نموذا صاعدا بدأ سنة 2011 بألمانيا، و تم تصديره إلى دول متقدمة أخرى مثل الولايات المتحدة الأمريكية، و دول الإتحاد الأوروبي، و كندا، و الصين، و اليابان، إلخ. يعتمد هذا النموذج الجديد على تكنولوجيا المعلومات و الإتصالات و إنترنت الأشياء و الذكاء الإصطناعي و الأنظمة السيبرانية الفيزيائية، و ما إلى ذلك في العملية الصناعية من أجل زيادة القدرة التجارية و التنافسية. اعتمدت العديد من المجالات الصناعية نموذج انترنت الأشياء الصناعي جنبا إلى جنب مع تقنية الذكاء الإصطناعي و البلوكتشين. سلسلة التوريد هي واحدة من هذه المجالات الصناعية التي تستفيد من التقنيات المذكورة أعلاه. تتكون إدارة سلسلة التوريد من تدفق المنتجات من اقتناء المواد الخام وصولا إلى المستهلك النهائي مرورا بالتصنيع و التوزيع و البيع بالجملة و تجار التجزئة. يقترن تدفق المنتج بتدفق المعلومات. يمكن أن تكون هذه المعلومات عن مختلف أصحاب المصلحة المشاركون في الشبكة مثل الموردين (المزودين) و المصنعون و الموزعين و تجار التجزئة و العملاء الذين هم متصلين ببعضهم البعض عن طريق تقنيات تكنولوجيا المعلومات و الاتصالات. يمكن تكون هذه المعلومات عناوينهم، أسمائهم، أعمارهم، و ما إلى غير ذلك. كذلك يمكن أن تكون هذه المحلومات حول المنتج نفسة مثل الكميات المطلوبة، الكميات المصنعة و الكميات المسلمة و الخزنة، و الوزن و اللون و الشروط البيئية للحفظ و التخزين (درجة الحرارة، الضغط، الرطوبة، و ما إلى غير ذلك)، و الموقع خلال مراحل سلسلة التوريد المختلفة. كذلك يمكن جمع معلومات حول المواد الخام (الكمية، السعر، إلخ.). تفتقر أنظمة إدارة سلسلة التوريد الحالية إلى ضمان الثقة التامةبين جميع المشتركين و مصادر البيانات و يمكن أن تكون مخترقة و من المستحيل مراقبة حالة المنتج منذ الحصول على المواد الخام حتى الاستهلاك مرورا بعملية الانتاج. إضافة إلى الحاجة إلى مراقبة الضروف البيئية في الوقت الحيني خاصة في حالة سلسلة التبريد (الأطعمة و الأدوية). كذلك ثمة نقص في الاتصال في الوقت الحيني بين مختلف المشتركين مما قد يؤدي إلى معلومات غير متزامنة و أخطاء بشرية. انترنت الأشياء و الذكاء الاصطناعي و البلوكتشين هي تقنيات جديدة يمكنها دعم إدارة سلسلة التوريد (التزويد) لجعلها أكثر كفاءة و مرونة و ذكية (اتخاذ قرارات ذكية و تلقائية). تساهم أجهزة انترنت الأشياء مثل الأنظمة السيبرانية الفيزيائية و أجهزة الاستشعار و المشغلات الآلات الذكية و نا إلى ذلك في جمع البيانات من البيئة التي يتم فيها تخزين المنتج و توزيعه و صناعته، إلخ. يمكن أيضا الاستعلام عن موقع المنتج و عمن بحوزته (تتبع المنتج) و عن القياسات البيئية في الوقت الحيني. البلوكتشين هي قاعدة بيانات موزعة تتيخ تخزين البيانات بشكل آمن و مشفر لتحسين مشاركتها بشفافية و امكانية رؤيتها من طرف جميع المشاركين في سلسلة التوريد. يمكن لجميع الفئات الفاعلة في سلسلة التوريد بما في ذلك المستهلك النهائي تتبع حالة المنتج في الوقت الحيني و موقعه و ما إذا كان هناك انتهاك لشروط الحفظ أم لا، و ما إذا كان المنتج لا يزال صالحا أم لا. و هذا باستعمال تقنية الذكاء الاصطناعي التي تسمح بمعالجة البيانات المجمعة و المخزنة في قاعدة بيانات البلوكتشين. يمكن لتقنية الذكاء الاصطناعي التعامل مع البيانات التي تم جمعها من خلال وسائل انترنت الأشياء من أجل تحديد البيانات ذات الصلة و ادارة استهلاك الطاقة و ادارة المخزون و مراقبة الظروف البيئية للمنتج اثناء الصناعة أو التوزيع لاتخاذ القرار في الوقت الحيني. يمكن أن يدعم الذكاء الاصطناعي ادارة سلسلة التوريد من خلال تزويدها بنظام تنبؤ بالطلبيات. عند نقطة نهاية سلسلة التزويد يكمن من خلال خوارزمية الذكاء الاصطناعي معرفة ما إذا كان المنتج صالحا للاستعمال أم يجب إتلافه وفقا للمسار و الحالات التي مر بها و البيانات التي تم جمعها عنه. النظام الذي سأقترحه هو عبارة عن منصة عمل تمكن الادارة المستدامة لسلسلة توريد باردة اعتمادا على انترنت الأشياء و الذكاء الاصطناعي و البلوكتشين. يمكن أن تكون سلسلة التبريد هذه عبارة عن سلسلة غذائية (يمكن تطبيقها لسلسلة تصدير الأسماك في تونس (الجمبري)) أو سلسلة الأدوية (لقاح كوفيد-19) التي تحتاج إلى تتبع و مراقبة دقيقتين و حينيتين للمنتج و شروطها الخاصة بالتخزين و الحفظ. أيضا تعد الادارة الحينية للبيانات المتبادلة بين مختلف المساهمين في سلسلة التوريد أمرا إلزاميا مثل إدارة الطلبيات و إدارة الفواتير و العقود، إلخ. النظام المقترحهو نظام إدارة بيانات لا مركزي يوفر إدارة سلسلة التوريد الذكية لصناعة الأغذية أو الأدوية. سيتم تطبيق هذا النظام على سلسلة توريد (تزويد) لقاحات كوفيد-19 حبث سيتم تتبع اللقاحات منذ اقتناء المواد الاولية للشركة المصنعة مرورا بتصنيع اللقحات ثم توزيعها. في جميع هذه المراحل وصولا إلى استعمال اللقاح من طرف المريض يكمن تتبع و جمع البيانات التي تتم مشاركتها بين جميع الأطراف و تحليلها و استخراج المعلومات ذات قيمة منها. |
Laimia Chaari Fourati | 0 | looking to get usefull insights and feedbak in order to improve and expand my project. | 1 | Imed Mathlouthi | عماد المثلوثي | imed.mathlouthi@gmail.com | 21.650.311.385,00 | Male | ِComputer Science and Engineering | 4,00 | CV_En_Imed_Mathlouthi-IoTAI-challenge.pdf | 0 | web development (HTML5, CSS3, Javascript) excllent level IoT Good level Machine learning good level AI good level Blockchain developement Digital Marketing Excellent level wordpress |
developement of the GRJ group recruitment web site. Digital marketing stratist at GRJ group |
Digital Marketing udemy courses Machine learning from udemy and Microsoft courses Python programming language from udemy GoLang from udemy google analytics from udemy |
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| Tunis Elmanar | Higher Institute of Computer Science | Tunis | Smart Waste Bin | Conception and realization of a smart waste bin that is able to sort the waste automatically into different categories (organic waste, plastic, glass, paper, cans..) using AI models ( computer vision: object detection YOLO), implemented on the graphical card NVIDIA Jetson Nano. The smart waste bin is also able to calculate the filling rate using ultrasonic sensors and send it to the data base thanks to IoT. | تصميم وإنجاز حاوية نفايات ذكية قادر على فرز النفايات تلقائيًا إلى فئات مختلفة (النفايات العضوية ، البلاستيك ، الزجاج ، الورق ، العلب ..) باستخدام نماذج الذكاء الاصطناعي (رؤية الكمبيوتر: اكتشاف الأشياء YOLO) ، المطبقة على البطاقة الرسومية نفيديا جيتسون نانو. حاوية النفايات الذكية قادرة أيضًا على حساب معدل التعبئة باستخدام أجهزة استشعار بالموجات فوق الصوتية وإرسالها إلى قاعدة البيانات بفضل إنترنت الأشياء. | Besides the great experience I would have once I join this challenge, I would expect to enhance and develop a better networking and finance my idea to lead it to a concrete project | 1 | Ons Arouri | أنس عرعوري | ons.arourii@gmail.com | 21.692.896.499,00 | Female | Embedded Systems | 4,00 | CV-OnsArouri.pdf | 0 | Embedded systems, real-time systems, IA, Computer vision, Machine learning, IoT, Object detection, VHDL, Python, MicroPython, Assembler, C, Embedded C, processors | I have developed the solution of a similar project of object detection of the Jetson Nano Developer card, as an intern, it counts the number of passengers. During my academic projects, I have developed a robot that imitates the human hand actions and do as the human does |
As a self-learning my favourite website is YouTube, it is where I would usually find all the courses I need with all details included, I have learned how to develop a chatbot like Alexa. Coursera was also a website to visit to learn | checked | 20/07/2022 08:21 PM | 1.266 | 19.622.423.208,00 | |||||||||||||||||||||||||||||||||||||||||||||||||||
| INSAT | University of Carthage | Tunis | AgriPick | AgriPick is an autonomous system that is able to pick different type of plants and putting them in a designated container without destroying the plant. The process is composed of two steps: - The detection of the crops position (x,y) and depth using Computer Vision. - Using the MoveIt tool in ROS ( Robot Operating System ) for creating the path of the arm to reach the desired position. |
هو روبوت مستقل قادر على قطف أنواع مختلفة من النباتات و وضعها في حاوية مخصصة دون تدمير النباتات. Computer Vision يتم كشف موقع النباتات و عمقها باستخدام - لإنشاء مسار الذراع للوصول إلى الموقع المطلوب MoveIt إستخدام أداة - |
We believe that we can benefit from the mentoring to optimize our project and get advice from experts that can lead us to good learning resources. Also while we can make an functional prototype with the hardware we currently have, we could benefit from better tools and equipments to scale up the project. |
2 | Achraf Gazzeh | أشرف القزاح | achraf.gazzah@insat.ucar.tn | 21.655.117.108,00 | Male | Robotics and IoT | 3,00 | AchrafGazzeh_CV1.pdf | 0 | - Programming languages: C, C++, Python - Microcontrollers: STM32, Raspberry Pi, ESP32 and Arduino - ROS ( Robot Operating System ) with its different tools - Communication Protocols ( UART, I2C, SPI ) - Linux |
- My team and I won an autonomous robotic competition this year where we used an STM32 and wheel encoders to ensure the navigation part of the robot by making a PI controller. We also used OpenCV on a Raspberry Pi with a camera for text recognition. - I worked on a small project with a startup in the field of agriculture where I learned for the first time about ROS. I used this framework to first simulate a navigation algorithm on a robot with obstacle avoidance and then implemented it on a real robot. - My team and I won the second place in BotCamp 1.0 where the theme was finding robotic solution in the world of NDT ( Non Destructive Testing ) I made the simulation of the robotic arm using MoveIt and ROS and also made a python GUI to make the project user friendly - Organized an 36-hours AI&IoT makeathon with Orange Digital Center in the National Robotics Weekend 4.0 - Active member in IEEE Robotics and Automation Society INSAT where I participated in multiple national competitions. |
- I took an STM32 course where I learned the fundamentals of embedded software and different drivers ( GPIO, Timers, UART... ) - Finished the free courses of Nvidia's Jetson Nano and currently working on a project to get the AI specialist certificate. - I am learning ROS and other robotics fundamentals ( sensor fusion, localization, kinematics ) in an online course. |
Bechir Karmeni | بشير كرماني | bachirkarmeni@gmail.com | Male | Artificial Intelligence | 3,00 | Curriculum-vitaebechir-karmeni1.pdf | 0 | Machine Learning, Python, SQL, Linux, Power BI, Front end development, tensorflow | - My current internship in ADN EXPERTISE where my task is to extract reports from a databse using Power BI and create a recommander system using Machine Learning - I had the position of a Web Master at IEEE RAS ISSATSo where I developed and implemented a UI components using React.js |
- Machine Learning scientist track with Python: I learned about supervised, unsupervised and deep learning. I also learned how to process data to train models and assess performance, tune parameters for better performance. I got also an introduction to NLP, image processing and libraries such as Spark and Keras - Data Scientist with Python track: I learned how this versatile language allows me to import, clean, manipulate and visualize data. I used different python libraries ( pandas, numpy and matplotlib ) and I worked with real workd datasets to learn the statistical and ML techniques - Professional data analyst certificate from datacamp using SQL and Python |
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| Institut Supérieur d'Informatique et des Techniques de Communication Sousse | Cyber Security department | Sousse | AnginaTech | A artificial intelligence powered workflow (BPMN/ DMN) application that uses real time monitoring data from electrocardiography that compares the electrical activity of the heart and compares the patterns to the angina pectoris perturbations in the heart to enable people with cardiac chest pain from fast an reliable diagnosis and alerts them for the need of medical intervention , the application is connected to the ECG device to scan real time data and has multiple forms to asses risk factors . This app is mainly dedicated to zones and places without fast and reliable access to specialist ( airports , rural areas , industrial zones , ect .. ) | تطبيق سير عمل مدعوم بالذكاء الاصطناعي يستخدم بيانات المراقبة في الوقت الفعلي من تخطيط القلب الذي يقارن النشاط الكهربائي للقلب ويقارن الأنماط باضطرابات الذبحة الصدرية في القلب لتمكين الأشخاص الذين يعانون من آلام في القلب من سرعة موثوقة التشخيص وتنبيههم للحاجة إلى التدخل الطبي ، التطبيق متصل بجهاز تخطيط القلب لمسح البيانات في الوقت الحقيقي وله أشكال متعددة لتقييم عوامل الخطر. هذا التطبيق مخصص بشكل أساسي للمناطق والأماكن التي لا تتمتع بوصول سريع وموثوق إلى المتخصصين (المطارات ، المناطق الريفية ، المناطق الصناعية ، إلخ ..) | Pr. Charfeddine AMRI | 0 | With our participation we are looking to get exposure and networking opportunities on our project any maybe potential financial and hardware support , mentorship and guidance also will be much appreciated as we want to further optimize the performance and reach of our solution . nevertheless we are expecting a great experience that we can learn from . |
2 | Mohamed Hedi Jemaa | محمد الهادي جماعة | jemaa117@gmail.com | 21.652.631.209,00 | Male | Networking | 2,50 | CV-English-v1.pdf | 0 | Algorithms Analytical Skills Big Data Calculus Compiling Statistics Data Analytics Data Mining Database Design Database Management Documentation Modeling Modification Needs Analysis Statistical Analysis C++ SQL Python Java HTML JavaScript Servers Network Security Big Data SPARK SAS Artificial Intelligence |
AI night challenge : data extraction from invoice challenge Nuit de l'info 2018/2019 : gold medal ICT challenge IOT : first place CCNA certified : CCNA 1, 2, 3 ,4 : cisco networking associate Artificial intelligence DATACOM certificate Freelance contractor Data scientist Freelance web developer ( nodeJs / Angular ) |
Everything is almost self taught ( online MOOCs , documentation , youtube videos and learning platforms like coursera and cisco netwroking academy ) | Bassem Gouty | بسام قوتي | bassemgouty@gmail.com | Male | Computer Engineering | 3,10 | CV-Bassem-Gouty.pdf | 0 | Problem solving , Python programming , basic networking and cyber security , C/C++ , Raspberry pi , backend django development , a lot of SQL / PLSQL usage ,database conception , Some frontend skills in react and flutter , and some competitive programming using python / C++ . |
Esports.tn ( you can check the website ) worked on user profiling and database expansion about gaming interests and behavior . ML olympiad hosted on kaggle on collaboration with a machine learning google expert ( prepared and preprocessed all the data and evaluated winning notebooks ) Sbiciria developed both front and backend for a medication delivery app that uses google maps . |
Almost self taught on everything from youtube / documentation . Have 3 coursera certificates on machine learning and AI ( doing other 2 currently ) Uses datacamp / codecaedmy / hackerrank on a weekly basis . |
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| Sousse university | Higher institute of computer science and communication Technologies of Hammam Sousse | Sousse | Safe Street | Being a drowsy driver,drug or alcohol abuser poses a serious and potentially deadly risk .The street nor the drivers with such states are secure .This is why our project Safe Street is here ! It is a system which uses IA to keep drowsy drivers awake and to detect if the driver is under alcohol influence. The system works thanks to a camera and a buzzer which constantly monitor the driver .It can accurately measure specific characteristics, facial expressions, yawning etc...The collected data is then processed using artificial intelligence and a judgment is made on the drowsiness of the driver or its drunk .The system is accurate enough to detect shallow drowsiness long before the driver can perceive it .In the first case(drowsiness)there is an alert to make the driver awake and aware of his situation. In the second case(drunk) the buzzer won't stop until he stop driving or the driver is changead ..drunk people shouldn't drive no matter what ! Our project will impact directly 4 & indirectly 2 SDGs . It's not just a project it's about finding peace security and the best of them sustainability and scalability. | الشعور بالنعاس أثناء السياقة أو تعاطي الكحول قد يؤدي إلى أخطار جسيمة و أكثر الأحيان مميتة ..لهذا السبب قمنا بإنجاز هذا المشروع و الذي بعتبر حلا جذريا لمثل هذه المشاكل . إنه نظام يستخدم الذكاء الإصطناعي لإبقاء السائق مستيقظ أو كشفه إن كان في حالة سكر . يعمل هذا النظام من خلال جرس و كاميرا تراقب السائق بإستمرار. يتم قياس خصائص محددة مثل تعبيرات الوجه،التثاؤب إلى غير ذلك ..مما يسمح لاكتشاف النعاس الضحل قبل وقت من قدرة السائق على إدراكه . في الحالة الأولى(النعاس) : يوجد تنبيه لجعل السائق مستيقظا و مدركا لحالته . في الحالة الثانية (حالة سكر) : يقوم الجرس بإصدار صوت و لا يتوقف حتى تتوقف السيارة أو يتغير السائق..سيؤثر مشروعنا بشكل مباشر على أربعة و بشكل غير مباشر على إثنان من أهداف التنمية المستدامة و بهذا لا يكون هذا المشروع مجرد فكرة بل مشروع قابل للتنفيذ بما أنه يتعلق بإيجاد السلام و الأمن و الأفضل من ذلك الإستدامة و قابلية التوسع. |
Achraf Acheche | 0 | First of all We want to express our heartfelt thanks to Tunisia IoT & AI Challenge for this huge opportunity ,obviously we will get benefits starting by personal development when it comes to selfconfidence ,being solution oriented and learn how to work on team and defending ideas . Also we want to make our project grow with support ,advices of the competent jurys and maybe help us with efficient hardware components if this is possible . | 4 | Achraf Acheche | أشرف العشاش | achecheachraf@gmail.com | 21.623.369.111,00 | Male | Computer systems engineering license | 3,00 | inbound4204033520104504059.pdf | 0 | Embedded system (arduino) Web development (node js & react js) Artificial intelligence |
-Intern at LEONI (1 month) -Intern at TechInventors TN (1month) -Second place in LILTECH Competition |
_artificial intelligence _web development (node js & react js) |
Malek Attia | مالك عطية | malekattia100@gmail.com | 26/12/6888 | Male | Electronic embedded system | 3,00 | inbound1427360873989194693.pdf | 0 | -Team spirit -Ability to analyse complex technical information -Ability to solve problems |
-Intern at ICAR (1month) -Intern at ISSAT Sousse (2 months) -Intern Sastec group |
-embedded software (ESP32 , STM32 , C , VHDL ) | Takoua Ghouaiel | تقوى الغويّل | takouaghouaiel@gmail.com | Female | Telecommunications technologies | 3,00 | inbound8593481835215653587.pdf | 0 | -UI/UX Design -Python -web development (html css js php ) |
-intern at BELKIF: 1month ( UI/UX Design and integration of landing page) -intern at Envast: In progress (scraping web with python) _IOT project: web interface which is able to subscribe to a MQTT topic and display the informations |
Web development: coursera Python:Datacamp UI/UX design :youtube |
Dhia el hak rached | ضياء الحق راشد | racheddhiaelhak@gmail.com | 26/12/8740 | Male | Data science engineering | 4,00 | inbound1376467613112088974.pdf | 0 | -web development (node js react js ) -artificial intelligence -mobile development -ability to solve problems |
Intern at Draxelmaier(1 month) Second place in LILTECH Competition |
-web development (node js react js) -artificial intelligence -Mobile development |
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| université de Sousse | Institut Supérieur d'Informatique et des Technique de Communication | Sousse -Hammam Sousse | Conception et réalisation d'une lunette intelligente connectée pour les malvoyants | Today , around the world,81% of people who are blind or have moderate vision impairement are 50 years of age pr older, and the rest have been blind since brith. and this poses a lot of problems in their daily lives. our solution is "realization smart glasses" allows : -detects the obstacle and sends a voice alert -determines user location using GPS. |
تصميم نظارة ذكية لمكفوفين التي تسمح بمعرفة الاشياء و الموقع الجغرافي | Ichrak Ben Saad | 0 | consultation, mentorship, tools ,networking | 1 | Ichrak Ben Saad | اشراق بن سعد | ichrakbensaad8@gmail.com | 216,00 | Female | engineer Teleinformatique | 4,00 | CV..pdf | langages de programmation : python ,java, c data basse : SQL,SQLITE,PLSQL,Mongodb framework: react, nodeJS |
web "fund jobs" using :MERN application mobile "contact pro" :java +kotlin detection visage on estimation age and gender : python ,deep learning |
devlopement web : coursera systeme embarque : youtube |
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| University of Tunis El Manar | Higher Institute of Computer Science | Ariana | Arabic Word Embedding Modeling from scratch | This project aims to understand Arabic words by nearby words called "context" and give as output their numeric representations in order to be used later in analysis. We are aiming to go further with this project for all the Arabic dialects. |
يهدف هذا المشروع إلى فهم الكلمات العربية بناءًا على الكلمات المجاورة لها و التي تكوّن "السّياق" و يعطي كمخرجات تمثيلاتها الرقمية التي تسمى "المتجهات" لاستخدامها لاحقا لتحليل الكلمات. نهدف إلى أن يضم هذا المشروع كل اللهجات العربية. |
Wafa Karoui | 0 | Mentorship, Fund. | 1 | Eya Ghodhbeni | آية غضباني | eghodhbeni@gmail.com | 21.650.397.368,00 | Female | Computer Software and Information System | 3,00 | EyaGHODHBENI-Resume.pdf | Python: NumPy, SciPy, Pandas, PCA, Matplotlib, OpenCV.. AI: Machine Learning, Deep Learning, NLP, Computer Vision Java: OOP |
-Approved to the AI instructor position for the Summer Academy within GoMyCode for the month of August (currently attending the onboarding sessions). -Data Science Intern: Project: Arabic Word Embedding Modeling with word2vec from scratch -Software engineering Intern: Features development on GuiMobile with Angular 10 -QA intern: Test cases redaction and Mobile App testing -Web developer freelancer: Developed a website for radiology online reporting -Fullstack developer intern and freelancer at AI Diagnosis Vision: Features development on their platform which is based on AI for dental diseases detection. -Mentor of a team of 3 members for web development project within Freeways ISI (university club) |
- Mathematics for Machine Learning: Linear Algebra by Imperial College of London on Coursera - Front-End Web UI Frameworks and tools: Bootstrap4 by the Hong Kong University on Coursera - Blockchain Intro and Cybersecurity badges Intro by IBM (access provided by my institute) - Participation in several workshops for AI and cyber security by our university association Securinets (National Cyber Security Association) as Technical active member of the club and then as the HR manager (during the secong year) and as a members Mentor (during the 3rd year) |
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| Université de Gafsa | Institut Supérieur des Sciences Appliquées et de Technologie de Gafsa (ISSAT Gafsa) | Gafsa | Réalisation d'un système de supervision et de détection d'incendie intelligent | Ce projet est un système hybride composé de sous systèmes interconnectés entre eux (drone, détecteurs intelligents, plateforme web et mobile). Ce système assure la détection précoce des incendies dans les champs forestiers, il comporte un drone capable de superviser l'endroit, il est lié à des détecteurs fixés sur les arbres et permet d'alerter l'utilisateur en cas de présence de feu via un sms, il est également capable de rassembler des informations utiles telles la température, le niveau d'humidité, la concentration de monoxyde de carbone dans l'air. Toutes ces informations seront traitées en temps réel. | هذا المشروع هو عبارة عن نظام هجين متكون من انظمة فرعية متصلة فيما بينها (طائرة درون، جهاز كاشف ذكي، منصة واب و محمول). هذا النظام يؤمن الكشف المسبق للحرائق في الغابات، يحتوي على طائرة درون قادرة على استطلاع المكان، تكون متصلة باجهزة كشف مثبتة فوق الاشجار باستطاعتها تنبيه الشخص المكلف بالمراقبة من خلال بعث ارسالية على المحمول عند اندلاع النار، وتقوم كذلك بتجميع معلومات مفيدة مثل درجة الحرارة، نسبة رطوبة المكان، و نسبة تركيز اول اكسيد الكربون في الهواء. كل هذه المعلومات يقع معالجتها بصفة فورية. | Basma Zahra | 0 | J'attends de cette participation de gagner le prix et que les utilisateurs bénéficient de mon projet afin que le nombre des incendies diminuent | 2 | Basma Zahra | بسمة زهرة | zahrabasma@ymail.com | 21.650.994.004,00 | Female | Département Automatique des systèmes industriels | 4,00 | CV-Basma-Juillet-20221.pdf | MS Office, Anglais, Français | J'ai assuré l'encadrement de plusieurs projets de fin d'études J'ai assuré l'enseignement de plusieurs matières à l'enseignement supérieur telles que: électronique numérique, logique séquentielle, signaux et systèmes continus, signaux et systèmes discrets, automatique, asservissement et régulation, théorie de la commande, logique floue, schémas électriques |
Flexibilité Travail en groupe Possibilité de résolution de problèmes |
Jihen Guerchi | جيهان قرشي | jihenguerchi@gmail.com | 26/12/4352 | Female | Département Automatique des systèmes industriels | 4,00 | Curriculum-Vitae-jihen-guerchi1.pdf | Développement web et mobile Système embarqué Système temps réel Conception des puces Soc et des circuits imprimés Experts en python |
Participation à "Challenge innovagri" qui porte sur la gestion forestière et organisé par la GIZ en collaboration avec la smart Tunisia technopole dans lequel j'ai gagné le premier prix qui m'a encouragé à à mieux développer ma solution technique. | Flexibilité Travail en groupe Possibilité de résoudre les problèmes |
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| University of Sousse | Higher Institue of Applied Sciences and Technology of Sousse | Sousse | DeepTherapy | A mobile application that ensures stable communication between psychotherapists and their patients outside of the traditional sessions, while also offering various strategies to better analyze the patient's condition and to maintain motivation to continue the treatment. | هو تطبيق محمول يضمن التواصل المستمر بين المعالجين النفسيين و مرضاهم خارج الجلسات التقليدية, بينما يقدم أيضا استراتيجيات مختلفة لتحليل حالة المريض بشكل أفضل و الحفاظ على الدافع لمواصلة العلاج. | Rahma Mili | 0 | Tunisia IoT & AI Challenge is a great opportunity to interacting with other like-minded individuals who believe in their ideas and are willing to take the next step. By participating, one can reach more professional audience to gain sponsorship and even taking in account the professional judges point of view to improve the project and achieve real-life implementation. | 5 | Ramsis Hammadi | رمسيبس حمادي | ramsishammadi@gmail.com | 216,00 | Male | Executive Department | 3,30 | RamsisH_eng.pdf | 0 | I currently have 2+ years experience in freelancing as a Data Scientist and Rest APIs Developer. I've worked on many projects. I've also established a Division dedicated to Competitive Programming in my college at ISSATSo. I was one of the leading C++/Python instructors. | I've contributed in building a web app in which we generate daily statistics about Covid-19 in different countries to raise awareness among people to respect the protocols; I was responsible for the machine learning part. Co-founded DeepGuide project, which is an AI-based solution providing optimal job opportunities to clients depending on their resumes with a step-by-step walk-through on how to get hired. |
When I first started my machine learning journey, I used to follow many online courses on Udemy and Coursera, such as the famous Deep Learning courses by Andrew Ng. It was a bit hard at first to digest all the information but with time I got used to online courses and managed to implement on some personal projects. | Ranim Bouzamoucha | رنيم بوزموشة | ranimbouzamoucha5@gmail.com | Female | Project Management | 3,30 | Ranims-Resume-6.pdf | 0 | I have solid experience in Web development, building many projects that include html, css and JS. I have also experience in UX/UI design for mobile APPS. Through my end of studies project, I've learnt Flutter and applied my knowledge in a high scale mobile application with complexe features. | Along my programming journey, I've contributed to E-learning Platform development. I've used my design and web skills to achieve the tasks needed. I've also signed up for IOT and Computer Vision Internship at Sparks Foundation, in which I've used my machine learning skills. | Used Udemy and Coursera to further hone my design and front end development skills. | Ahmed Elghoula | أحمد الغولة | ahmed.elghoula27@gmail.com | Male | Design Department | 3,50 | CV-ELGHOULA-Ahmed.pdf | 0 | JavaScript / Python / Java / C NodeJS/ReactJS / Html/ CSS/Scss/ Django |
I've joined Clevertech TN as a computer engineer intern, building a dynamic marketing influence platform. In addition to my professional career, I've also competed in many hackathons and won a cyber security competition. | I've enhanced my web development skills through several courses in Udacity/Coursera. | Yassine Berriri | ياسين بريري | yassineberriri22@gmail.com | 26/12/4885 | Male | Marketing | 3,50 | Yassine-berriri-10.pdf | 0 | Java/Python/C NodeJS/AngularJS/ReactJS/Html CSS/Java Script/Bootstrap/Django SQL |
Joined Clevertech TN as a computer engineer intern, building a dynamic marketing influence platform. I've also joined GPRO Consulting as a web development intern, creating a dynamic e-commerce website. In addition to my professional career, I've also competed in many hackathons and won a cyber security competition. | I've used Udemy and Coursera to further hone my web development skills. | Ahmed Sellami | أحمد سلامي | ahmedsellami526@gmail.com | 26/12/5004 | Male | Development | 3,30 | AHMED-SELLAMI-RESUME.pdf | 0 | Android SDK, Kotlin, Java Django, Python ML, DL, OpenCV Unity, C/C++, C# |
One of my biggest achievements is creating the Cspeed app which is an android application that calculates the speed of moving objects. I've also contributed in developing mobile applications and java related articles. Aside from my professional experience, I've competed in many hackathons and ideathons including the Tunisia Entrepreneurship Summit in which our team got third place. | Used Udemy and Coursera to further hone my mobile development skills. | checked | 17/07/2022 02:53 PM | 1.070 | 196.234.254.202,00 | |||
| Sousse University | National engineering school of Sousse | Sousse | IRC | IRC stands for intelligent road cells and its basically a solar panal intelligent communicating unit which will be installed in highways to detect accidents, alerte those who are on the road in order to prevent collisions and further accidents and contact the authorities needed too handle the accident. | هذا المشروع عبارة عن تجهيزات للطريق السريعة لتفادي تراكم الحوادث اثر وقوع حادث اذ انها تقوم باكتشاف الحادث فتنبه السيارات القادمة و تتصل بالسلطات المعنية ( الاسعاف و الشرطة ). هذه التجهيزات هي اقراص طاقة شمسية ذكية قابلة للتواصل مع بعضها البعض لنشر المعلومة | in order to save lives we thought about making the road intelligent and to make this happen, of course we will need mentorship guiding us along the way, the necessary funds to manufacture prototypes and networking with people of interest and expertise in this field. | 3 | Asma NOUIRA | اسماء نويرة | asmanouira98@gmail.com | 216,00 | Female | Industrial Electronics Engineering | 3,80 | asma2022pfe1.pdf | 0 | arduino, python, c embedded, ISIS, code composer, IAR workbensh, Cube IDE ( Good ) c c++ Matlab (average) STM32, PIC16, AWR1843, Arduino ( good) raspberry (Basics) some communication protocols such as SPI |
participating in many robotic competitions , participating in hult prize , participating in the organization of 2 editions of Forum of convergence Eniso Enterprise (9th, 10th), participating in the organization of Eniso smart challenge v6.9 (Robotic event), participating and winning first place in HiQ hackathon'21: AI and IoT automotive industry challenge , programming touchless interface using leap motion ( hand gesture controller), building a self balancing robot, all terrain robot, developing an EMC identifier, |
the internet, youtube, tutorials watching webinars ; i searched for how to use leap motion , how to build a GUI with python , how detect drift and tilt angles while working with a gyroscope aand accelerometer , how to calculate pitch yaw and roll angles, wavelet, language learning (korean on progress) i used mobile applications too , |
Amel GARA | امال قارة | garaamel12@gmail.com | Female | Industrial Electronics Engineering | 3,40 | FINAL-CV.pdf | 0 | c, c++, python, machine learning, deep learning, linux, isis, embedded systems. | I did many projects such as "smart wallet" that will be located with your smartphone by sending a text with facial recognition using STM card. Hand gesture recognition: application that will program the commands ( zoom in/zoom out/ click/ Increase, decrease, contrast etc) with hand gestures using leap motion controller. A self balancing robot using arduino and guroscope. first place in HiQ hackathon'21 in the field of IoT and AI. as for my end of studies project, it is based on a deep learning algorithm that will detect the road signs of bridge height and then implement it on an STM32 MP1 card and finally testing with a camera. |
Coursera ; a certificate of "Python for data science and AI" a certificate of "AI for everyone " a certificate of "Hands-on introduction to linux commands and shell scripting" |
Bacem AOUNI | باسم عوني | bacem4ani@gmail.com | Male | Industrial Electronics Engineering | 3,20 | Bacem_Aouni_Resume.pdf | 0 | programming language ; c c++ python communication protocols; CAN ,I2C, SPI ,Ethernet boards; STM32, PIC16, DSP, Arduino Tools ; proteus (isis) , matlab, STM32 cube, step7 , xlinux ise design, visual studio code ( VSC), labview |
throughout my academic years i worked on several projects : -a tracking device for cars using GPS: my role in this project was to navigate a solution on how to connect the stm32 to GSM module and write the code that send the information collected from the GPS to the phone number through the GSM module. -artificial heart pumping system : in this project we constructed an artificial heart pumping system and my role was to find a solution that makes the doctor monitor his patient status no matter where he is. |
Recently i took an end of studies project based on the RFID technology and before that i had no experience with RFID, i only knew what stands for ( radio frequency identification) so during the first period of the internship i was learning about RFID from reading books/ articles to watching videos on the internet to try to figure out this new field (radio waves, filters, interference...) |
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| University Sfax | Higher institute of industrial management | Sfax | Connected Automatic Mandibular Distractor | Our work aims at realizing a device of stabilization and bone lengthening at the level of the mandible. We transform a manuel distractor into automatic distractor this device called connected automatic mandibular distractor will allow the doctor to control the state of his patient at a distance. The automation is used to ensure a precise and exact advancement at the mandible level which gives us and optimization of the error to obtain the expected result. With the intervention of the IOT our device will be connected, on the one hand this solves the problem of daily mobility for the patient and on the other hand, the doctor monitors his patient permanently. | يهدف عملنا إلى تحقيق استقرار و إستطالة الفك السفلي. هذا الجهاز يوضع على فك المريض لتأمين طول مناسب و طبيعي حيث ستمكن هذه الآلة الطبيب بالتحكم في حالة المريض عن بعد. يعمل الجزء الأوتوماتيكي من هذا الجهاز على التقدم الدقيق و المطلوب على مستوى الفك و بفضل تقنية أنترنت الأشياء. سيكون الجهاز موصولا بشبكة الأنترنت مما يضمن المراقبة المستمرة لحالة المريض في كل حين لحل مشكلة التنقل اليومي للمريض . | Aladin Maatoug | 0 | Fund, Tools , Networking | 2 | Chifa Zaidi | شفاء الزايدي | chifa9zaidi@gmail.com | 21.658.114.085,00 | Female | Technical service | 2,00 | Chifa-Zaidi1.pdf | -Machine Learning (user) -arduino (master) -python(user) -Embedded systems(master) -ISIS(master) |
-We won the second price in international competition in Tunisia the project is connected automatic mandibular distractor. -scoot -Karate (brown belt) -I work on project end of the year `object detection for elderly people` -Singing in Youth Band group |
-infographie from youtube -Self development from youtube -Training on IOT -Training on Maya 3D modeling |
Khadija Louati | خديجة اللواتي | louati.khadyja@gmail.com | 26/12/8631 | Female | Technical service | 2,00 | Khadija-Louati-31.pdf | -Word(master) -Java (user) -Html(user) -Python(user) -Solideworks(user) -ISIS(master) -Machine Learning(master) -Arduino(master) |
-We won second price in the international competition in Tunisia with our project connected automatic mandibular distractor. -I work on project end of the year of the master on `fall detection system` with machine learning. -We work on robot `underground` for a competition (ENIS2.0). - I was a responsible of robotic club |
-Micropython (from youtube and some reserch) - crochet weaving (youtube) |
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| Esprit | Esprit | Tunisie | Obd2 for connected car | You can connect my device to your car throught the obd2 prot (dyagnosis port) to collect data from the car ecu (temperature,speed,rpm,fuel level,default code...).you can remote our divice with an easy platforme. Forther more the user receive notifications and alertes about her car conditions | جهاز يمكن وصله بكمبيوتر السيارة يمكن من جمع المعلمات (الحرارة،السرعة،الاعطاب...)يستطيع المستخدم التحكم فيه عن بعد بواسطت جواله | Ghassen mechmech | 0 | Challenges with ressources and commercialisation | 3 | Ghassen mechmech | غسان مشماش | ghassen.mechmech@esprit.tn | 21.652.753.055,00 | Male | Système embarqué | 4,00 | inbound5471553872494317400.pdf | 0 | C c++ python angular node js react native symfony tensorflow ... | You can find them in my resume | Deep learning iot | Wael Matoussi | وائل متوسي | ghassen.mechmech@esprit.tn | Male | Système embarqué | 4,00 | inbound2144603339826953003.pdf | C c++ machine learning python node js angular ... | You can find them in my resume | Machine learning embedded system | Arij salah | اريج صالح | ghassen.mechmech@esprit.tn | Male | Système embarqué | 4,00 | inbound8583942212657101176.pdf | 0 | C c++ python yocto project node js microservice spring boot angular .... | You can find them in my resume | Yocto projrct | checked | 01/07/2022 08:56 AM | 606 | 412.303.577,00 | ||||||||||||||||||||||||||||
| Tunis EL Manar | L'institut supérieur d'informatique | Ariana tunis | Developement of a humanoid robot for personal assistance | the objective of this project is to realize an autonomous humanoid robot which is able of assisting an elderly person by reminding them of medication times/appointment.. and bringing his medicaments. the robot can recognize the person to assist and detect if he is tired or any state of faigue and alert the parents in a detection case . the solution also includes a mobile application where the parents can add the senio's data and where he receives the notifications and alerts | تم انجاز نموذج مبدئي لروبوت بشري مستقل قادر على مساعدة شخص مسن في الاعمال اليومية و ذلك بتذكيره بمواعيده.و احضار الدواء المحتاج. يستطيع الروبوت ايضا التميز بين مختلف الاشخاص المحيطة به و ايضا اكتشاف حالة المسن و تنبيه القريب في حالة تعب . يتضمن العمل ايضا تطبيق للهاتف المحمول اين يتم ادخال المعطيات و المواعيد من قبل القريب و اين يتم عرض البيانات و التنبيهات. | we are expecting to get to exchange knowledge and we are looking for a network to introduceour project . and this competition may be a great opportunity for us to learn and to give a lot of informations and it's a step to develop our solutionn even more | 3 | Ichrak eddor Mnijli | اشراق الدر منيجلي | ichrakeddor@gmail.com | 21.693.228.348,00 | Female | embaded systems | 4,00 | cv-ichrak-eddor-mnijli.pdf | 0 | iot , robotic , embaded systems , ia , computer vision, , mobile app developing, deep learning, | i built a humanoid robot arm /fingers with ia gestures control , i used computer vision and raspberry pi , the robotic arm moves the same way i move my arm in front of the camera , the mode detect each movments and follow it i also made a drone with object detection i used raspberry pi for image traitment and motors controlling with yolo for object detection . i participated with this project in the solution challenge by google dsc i med a mobile application to control the materials and the vaccine doses at the ministry of health of tunisia for this one i used flutter to develop the application and cloud for the backend i made a humanoid robot for people assistance i used jestson nano and computer vision |
mobile application : flutter dart , android studio java kotlin python, c++, C,C#, java, arduino , html , css, mysql , cloud , numpy , keras raspberry pi ,jetson nano computer vision , deep learning , superviced learning , classifaction robotic ,3D printing, 3D modeling , i learned some of them with cources in coursera or udemy or google dsc and with documents and a lot of practice |
eya maghraoui | ايه المغراوي | Eya.maghraoui@etudiant-isi.utm.tn | 26/12/7614 | Female | embaded systems | 4,00 | Eya-Maghraoui-CV-version-anglaise1.pdf | 0 | iot and embaded system developer | member of 3 clubs , and intern in APTYX, participation in local events | python, c , Raspberry pi , arduino , androind studio, protocol MQTT | hadil affes | هديل عفاس | affeshadil1@gmail.com | Female | embaded system | 4,00 | cv_Hadil.pdfEya-Maghraoui-CV-version-anglaise.pdf | 0 | programing languges : C, OOP, python , pandas, matplotlib, keras , numpy , flask | -participate in many robotics competitions. - develop a chatbot understand the content of an image (object or text )sent on soial media and to build a response based on deep learning techniques. -build an application that is able to extract and translate data from images (ID cards) -build a flask application with one route that connects to a google sheets spreadsheet and send an automatic email |
i am passionate about machine learning so i learned its techniques through youtube , kaggle projects , trying to train data and build models and deepen my knowledge on neural networks | checked | 28/06/2022 09:29 PM | 542 | 41.627.572,00 |