I build practical AI, data, embedded, and full-stack systems—from retrieval-augmented generation and forecasting models to accessible web applications.
- Fifth-year engineering student at EMSI Casablanca
- Focused on LLMs, RAG, machine learning, data engineering, and full-stack development
- Interested in building dependable products that connect models, APIs, data pipelines, and clear user experiences
- Open to AI/ML, data, software engineering, and end-of-study internship opportunities
| Project | What it demonstrates | Technologies |
|---|---|---|
| Electricity Demand Forecasting | Leakage-safe time-series modeling, causal features, baseline comparison, FastAPI services, and analytical dashboards | Python, XGBoost, FastAPI, React |
| MoroccoLaw-LLM | Educational Moroccan legal-document RAG pipeline with multilingual embeddings and grounded generation | Python, Qwen, FAISS, Transformers |
| LUMA | Responsive, accessible image discovery experience powered by the Unsplash API | JavaScript, HTML, CSS, REST API |
| Banking Management System | Terminal application with linked data structures and file persistence | C |
| Arduino Smart Home | Embedded access control and environmental monitoring prototype | Arduino, C++ |
AI & data: Python · Pandas · NumPy · scikit-learn · XGBoost · Transformers · FAISS · Jupyter
Backend: FastAPI · Spring Boot · ASP.NET Core · Symfony · Django · REST APIs
Frontend: JavaScript · React · HTML · CSS · Bootstrap · Thymeleaf
Data: PostgreSQL · MySQL · SQL Server · SQLite
Engineering: Git · GitHub Actions · Linux · Docker · UML · Agile/Jira
Embedded: Arduino · sensors · servo and keypad integrations
- Reproducible experiments and honest evaluation
- Source-grounded AI systems with traceable results
- Clean architecture, tests, and useful documentation
- Interfaces that make technical systems understandable
- Production-oriented RAG architecture for multilingual document intelligence
- Time-series forecasting and model monitoring
- End-to-end AI applications combining retrieval, APIs, databases, and modern web interfaces