Senior Full-Stack AI Engineer & Technical Lead · Benguerir, Morocco · open to remote work worldwide
I build LLM products, agentic systems and edge AI, and take them from prototype to production. I also lead the teams that ship them.
Most of this is client or employer code and lives in private repos. The results:
| Where | What | Outcome |
|---|---|---|
| UM6P-SCI · Technical Lead | Led a 5-person team rebuilding the Deliberatorium AI deliberation platform into Aideator (React, TypeScript, FastAPI, PostgreSQL, Redis) | 50 → 1,000+ concurrent users (20×), legacy data migrated |
| Suretree (fintech, Dubai) · AI Engineer | Agentic insight systems on LangGraph, grounded in a Neo4j knowledge graph, vector search and HubSpot | −60% manual reporting · 90% answer accuracy · −30% LLM spend · 5 use cases in production |
| PROD'AIR (smart city) · AI Engineer | Real-time YOLO on NVIDIA Jetson for a digital twin, plus Llama-2 RAG with OCR over internal archives | −30% cloud cost · −50% deploy time · +60% detection accuracy |
| Decenture (edtech, London) · R&D Engineer | 5+ production NLP models (GPT, BERT) for personalised student insights, with reproducible MLOps | 95% validation accuracy |
| Phoenix Services · Co-founder & Tech Lead | Campus app and services platform, built from POC to production with a team of 3 | ~5,000 active users · acquired by UM6P |
AI & ML
- Book-recommendation-system: semantic recommender built on LangChain, OpenAI embeddings and FAISS, with an evaluation report
- learn2slither: Q-learning Snake agent with restricted vision
- Tweets-NLP-Sentiment-Analysis: classic NLP pipelines (TF-IDF, word2vec) compared
- ML from scratch: Multilayer-Perceptron · Dslr (logistic regression) · ft_linear_regression · Total-perspective-vortex (EEG brain-computer interface) · Leaffliction (leaf-disease computer vision)
Systems & infrastructure
- server-stream-Django: edge-camera ingest server with WebSocket frames, recording, live MJPEG and inference broadcast
- 42_Cursus_webserv: non-blocking HTTP/1.1 server in C++98 with CGI and an nginx-style config
- Bgp-At-Doors-for-Autonomous-Systems: BGP EVPN / VXLAN spine-leaf lab
- ComputorV2: math interpreter (lexer → parser → AST evaluator)
- 42-cursus: index of my 1337 / 42 Network core projects (shell, raycaster, threads, containers, assembly)
AI: LLM apps · RAG · agents (LangGraph, LangChain) · knowledge graphs (Neo4j) · vector search · NLP · computer vision (YOLO) · edge inference (Jetson) · MLOps Engineering: Python (FastAPI, Django) · TypeScript (React, Node.js) · PostgreSQL · Redis · Docker · CI/CD · C / C++
1337 / 42 Network: Digital Technologies Architect, AI & ML specialisation, Level 22 · RNCP7 AI & Data (Master's level, expected Oct 2026) · former president of the LeetMakers Robotics Club (50+ members).