From fraud detection systems to freelancer platforms — I turn complex AI challenges into production-ready products. Dual-degree engineer with a Master's in AI and hands-on experience across the full stack.
Numbers that speak for themselves
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Projects Delivered
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Professional Experiences
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End-to-end capabilities, from model training to production deployment
Fraud detection, visual recommendation, NLP chatbots, and predictive analytics. From research prototype to production deployment.
Robust APIs and microservices with Spring Boot, FastAPI, Django, and Node.js. Built to scale.
End-to-end web apps with React, Next.js, and modern frontend frameworks backed by solid engineering.
Operationalizing ML with Airflow, MLflow, Docker, and ONNX. Automated retraining and monitoring.
Efficient architectures with PostgreSQL, MongoDB, and vector databases like FAISS for similarity search.
Cross-platform mobile apps with React Native and Flutter, certified by Meta.
A selection of projects I'm proud of
A privacy-first platform for real-time fraud detection. Java SDK with ONNX runtime for edge inference, Python microservices with FastAPI, and a complete MLOps pipeline with Airflow and MLflow.
Morocco's first IT freelancer marketplace. Multi-role system for freelancers, recruiters, clients, and admins with real-time matching.
Computer vision API for visual product similarity using ResNet-50 and FAISS vector search. Sub-second responses on 100K+ catalogs.
Writing about AI engineering, software architecture, and lessons from the field
I combine AI research depth with production engineering pragmatism. If you need software that's intelligent AND reliable, let's connect.