Hi, I'm Mohammed TBAHRITI 👋
Table of Contents
Artificial Intelligence Master's student at the University of Reims, with a background in Computer Engineering from the National Higher School of Computer Engineering (ESI), Algeria, specializing in Artificial Intelligence and Data Science. Experienced in machine learning, deep learning, natural language processing, and big data technologies. Proficient in Python, data analytics, and advanced AI frameworks. Passionate about artificial intelligence and committed to continuous learning and innovation in this dynamic and fast-evolving domain.
Education: #
Master of Science in Informatics at Reims - Artificial Intelligence #
University of Reims Champagne-Ardenne - France#
September 2024 - Present
Relevant coursework: Machine Learning, Deep Learning, Natural Language Processing (NLP), Big Data Analytics, Data Engineering, Cloud Computing, Distributed Systems, and Ethical AI.
project:
Ingredient Detection in Dish Images: Developed an AI-driven system capable of detecting and identifying ingredients in dish images using advanced computer vision techniques. The system includes a personalized calorie estimation feature, leveraging deep learning models to analyze each ingredient's contribution to the dish's total caloric value.
Object Detection and Tracking: Implemented object detection systems using cutting-edge models like YOLOv8 and Faster R-CNN to enhance accuracy and performance. Developed a robust multi-object tracking system in real-time scenarios, integrating algorithms such as DeepSORT and Byte Track to ensure seamless tracking across various frames and conditions.
Object Re-identification: Designed and deployed a versatile system for object re-identification, focusing on distinguishing and tracking objects over time and across different camera views. This project was tailored for applications such as surveillance, inventory tracking, and anomaly detection in automated workflows.
Vehicular Communication Simulation: Built a Docker-based simulation platform to replicate vehicular communication in Intelligent Transport Systems (ITS) using the ITS-G5 standard. The project included designing and testing communication protocols for vehicle-to-vehicle and vehicle-to-infrastructure interactions to enhance traffic management and safety.
Master of Engineering in Computer Science – Artificial Intelligence and Data Science (M.Ing)#
National Higher School of Computer Engineering (ESI) - Sidi Bel Abbès - Algeria #
September 2022 – June 2024
Relevant coursework: Advanced Databases, Machine Learning, Software Engineering for Data Science, Knowledge Engineering, Advanced Mathematics for Data Science, Complexity and Problem Solving, Human-Computer Interaction, Advanced Networking, Deep Learning, Natural Language Processing, High Performance Computing, Big Data Technologies, IT Security, Modeling and Simulation, Data Analysis, Virtual Reality and Augmented Reality.
project:
Age Progression and Regression: Developed a system using a Conditional Adversarial Autoencoder (CAE) to model and simulate age progression and regression. The project explored generative adversarial networks for creating realistic transformations of human facial images, focusing on applications in healthcare and entertainment.
Emergency Management with UAVs: Designed and implemented a real-time system for emergency management using drones (UAVs). The system included real-time fire detection and monitoring capabilities, leveraging advanced computer vision and deep learning algorithms to ensure rapid response and situational awareness in disaster scenarios.
Text Summarization and Analysis: Built a Natural Language Processing (NLP) pipeline capable of generating automatic summaries, providing precise answers, retrieving relevant phrases, and performing similarity analysis. This system utilized advanced NLP models to enhance textual data processing for diverse applications.
Client Classification Web Application: Developed a user-friendly web application with Streamlit to classify clients based on their behavior and characteristics. The application aimed to assist businesses in segmenting their customer base and creating personalized marketing strategies.
Interactive Data Visualization Platform: Designed and developed an interactive platform for data visualization and analysis. The platform allowed users to explore datasets dynamically, perform statistical analysis, and generate actionable insights through customizable dashboards.
Bachelor of Engineering in Computer Science#
National Higher School of Computer Engineering (ESI) - Sidi Bel Abbès - Algeria #
September 2020 – June 2022
Relevant coursework: File and Data Structures, Computer Architecture, Mathematical Analysis, Algebra, Fundamental Electronics, Probability and Statistics, Object-Oriented Programming, Mathematical Logic.
project:
Work Experience: #
Volunteer #
Master U BNP Paribas - Reims #
2024 (15 days)
- Assisted in the logistical and technical organization of the sports event.
IT Intern#
Sonatrach AVAL #
2023 (4 months)
- Developed and managed databases, ensuring optimized data storage and retrieval.
- Maintained network infrastructure and IT cabling for seamless operations.
- Provided technical support for daily operational activities, ensuring system reliability.
Web Developer#
Sarl Electron Bike #
2023 (6 months)
- Developed a responsive and user-friendly website to showcase the products of an electric bike startup, ensuring seamless navigation and an engaging user experience.
- Implemented a comprehensive product and spare parts management system, allowing efficient inventory tracking and streamlined operations for the business.
Freelance Developer #
Algeria #
2022 - present
- Designed and implemented a clustering model to analyze customer personalities within a hypermarket, providing insights into their shopping patterns and preferences.
- Segmented customers based on behavioral data to create tailored marketing strategies, enhancing customer engagement and improving sales effectiveness.
- Developed a dynamic and user-friendly webpage for the Finanworks application, facilitating the efficient management of social services and streamlining administrative processes.
Skills #
| Skill | Level |
|---|---|
| Python, Java, and SQL for data analysis and application development | ⭐️⭐️⭐️⭐️⭐️ |
| machine learning algorithms and model evaluation techniques | ⭐️⭐️⭐️⭐️⭐️ |
| deep learning frameworks like TensorFlow, PyTorch, CNNs, RNNs and Transfer Learning | ⭐️⭐️⭐️⭐️⭐️ |
| data visualization tools like Tableau, Excel and Power BI | ⭐️⭐️⭐️⭐️ |
| big data technologies including Hadoop and Spark | ⭐️⭐️⭐️⭐️ |
| Git | ⭐️⭐️⭐️⭐️ |
| natural language processing (NLP) | ⭐️⭐️⭐️⭐️ |
| SQL and NoSQL | ⭐️⭐️⭐️⭐️ |
| Microsoft Excel | ⭐️⭐️⭐️⭐️⭐️ |
| Microsoft PowerPoint | ⭐️⭐️⭐️⭐️⭐️ |
| Data Science | ⭐️⭐️⭐️⭐️ |
| Web Development: HTML, CSS, JavaScript, React | ⭐️⭐️⭐️⭐️ |
| Android Development: Java, Flutter, Android Studio, Firebase, APIs | ⭐️⭐️⭐️⭐️ |
| Modeling and Design: UML, Lucidchart, Design Patterns | ⭐️⭐️⭐️⭐️ |
| Development and Collaboration Tools: Streamlit, Figma, Trello | ⭐️⭐️⭐️⭐️ |
Extracurricular Activities: #
Participation in hackathons (Shellmates and Alpha CTF).#
Member of a scientific club.#
Professional Qualities #
- Organization
- Adaptability
- Databases and SQL for Data Science - IBM
- Teamwork
- Punctuality
- Ability to work under pressure.
Languages #
| Language | Level |
|---|---|
| Arabic | ⭐️⭐️⭐️⭐️⭐️ |
| English | ⭐️⭐️⭐️ |
| French | ⭐️⭐️⭐️⭐️ |
| German | ⭐️⭐️ |