ML Engineer · Data Scientist · Builder ⵣ
Engineering clarity from complexity. I build dependable AI systems, not just hype.
Data scientist based in Casablanca. I prefer building robust, agentic workflows and production-grade data products over collecting buzzwords. If you want the formal resume and certifications, feel free to check out my LinkedIn. Here, it's all about the code.
Currently geeking out on:
- 🎙️ Building a voice chatbot for Moroccan Darija using multimodal models like Qwen2-Audio and Gemma-3n.
- 🤖 Exploring in depth agentic systems
- 📈 Mixing Deep Learning and Reinforcement Learning (LSTM/xLSTM + PPO/A2C) for stock market prediction.
- 🦀 Exploring Rust to optimize heavy Python pipelines.
- 📝 Ditching LaTeX for Typst whenever humanly possible.
I focus on RAG, NLP, and Agentic Systems. Some of my favorite creations:
- Legal RAG System: Automated analysis for Moroccan legal docs with 98% retrieval precision.
- CAN2025 Assistant: A multimodal, agentic copilot for the recent Africa Cup of Nations.
- Lumina Bank Copilot: A privacy-first, secure banking assistant with strict tool-access controls.
Python PyTorch FastAPI GCP Docker Hugging Face Google ADK Qdrant Langgraph LangChain