- 💡 I’m a Software Engineer and Data Scientist with a passion for AI, data science, and software development.
- 🌱 I enjoy creating innovative solutions and exploring new technologies.
- ✍️ In my free time, I enjoy listening to music, reading books, and going for long walks.
- 💬 Feel free to reach out if you want to collaborate, volunteer, or have an interesting discussion.
- TRAK-ANPR-Automatic-Number-Plate-Recognition: An application for detecting and recognizing car license plates from images or video frames. It uses the TensorFlow Object Detection API and YOLOv3 architecture, fine-tuned for car plate detection, and trained on a dataset provided by Université Mohammed VI Polytechnique (UM6P).
- PDF RAG: A Python-based project for extracting and managing informations with a chatbot from PDF files, featuring tools for saving notes to Excel files and querying data from external PDF files. It utilizes technologies like LlamaIndex, Pandas, Groq, and others.
- Sarcasm-Detection: A project utilizing the RoBERTa model from the Hugging Face library, fine-tuned for sarcasm detection on a specific dataset. Achieved an F1-score of 53% on the positive class, demonstrating its effectiveness in identifying sarcastic content. The project includes a model verification notebook for transparency and reproducibility.
- Prefrite: Lead developer for a sales and inventory management web app using Node.js and React.
- Ma Auto Social: A platform for automated social media content management with React.js and Django (using Meta Graph API).
- Players-Face-Recognition: Developed a Django app for recognizing famous soccer players using OpenCV.
Feel free to reach out if you're interested in collaborating on exciting projects!