About Me
AI Engineer & Full Stack Developer
I am an AI Engineer specializing in Industrial Scaling, MLOps, and Secure On-Premise Solutions. I have extensive experience architecting production-grade AI pipelines, from air-gapped LLM infrastructures to high-performance quantized NLP systems. Currently working at a Moroccan Government Agency (confidential), I lead the development of secure, scalable AI solutions for critical administrative operations.
Professional Journey
AI Engineer / NotationAI Scale-up
Rabat, Morocco
Lead the industrial scaling of an automated evaluation system, transitioning from prototype to a high-performance production-grade AI pipeline at a Moroccan Government Agency (confidential).
AI Engineer / LLMs
Rabat, Morocco
Lead engineer for secure on-premise LLM integration and RAG pipelines at a Moroccan Government Agency (confidential).
AI Developer / MLOps
Rabat, Morocco
Deployed production AI solutions for text classification with automated drift detection and retraining at a Moroccan Government Agency (confidential).
Engineering Degree
Rabat, Morocco
Computer Engineering and Data Science at SUPMTI Rabat (Expected 2026).
Full Stack Developer
Rabat, Morocco
Architected a national platform for administrative requests using microservices and secure RBAC systems at a Moroccan Government Agency (confidential).
Bachelor's Degree
Rabat, Morocco
Information Systems Engineering at SUPMTI Rabat.
Python Developer
Rabat, Morocco
Developed automated personnel assignment optimization using Mixed-Integer Programming (MIP) at a Moroccan Government Agency (confidential).
Key Achievements
Industrial AI Scaling
Successfully scaled an AI evaluation prototype into a high-performance production system using INT8 quantization and ONNX Runtime.
Air-Gapped LLM Infrastructure
Deployed secure on-premise LLM and RAG solutions in fully air-gapped environments without external cloud dependencies.
Deep Bio-Chaotic Steganography
Developed state-of-the-art VAE-GAN watermarking with bio-chaotic encryption for medical images, achieving >51dB PSNR.
National Management Platform
Developed a national platform for administrative requests with microservices architecture and RBAC, handling large-scale distributed data.
Optimization Model (MIP)
Implemented Mixed-Integer Programming models to solve large-scale personnel assignment problems.