Computer Engineering Student @ INSA Rouen · Passionate about ML/AI

I build end-to-end ML systems from fine-tuning models to deploying them with real interfaces.
Currently focused on NLP and RAG architectures.

Speech-to-speech translation pipeline: English → Moroccan Darija, designed for tourists.
Whisper → Fine-tuned MarianMT → Edge TTS
→ BLEU score: 18.30 · Fine-tuned model on HuggingFace

Intelligent document search engine with dual retrieval modes: TF-IDF (built from scratch) and semantic search.
FastAPI · Streamlit · SentenceTransformers · Gemini API