About Me

AI Engineer & Full Stack Developer

I am a passionate developer with a strong focus on Artificial Intelligence, MLOps, and Secure On-Premise Solutions. I specialize in integrating Large Language Models (LLMs) and optimizing software infrastructures to meet high standards of performance and data sovereignty. Currently, I am working at a Moroccan Government Agency (confidential) as an AI Engineer, building secure, automated AI pipelines.

Professional Journey

AI Engineer / LLMs

Rabat, Morocco

Integrating LLMs into secure intranet environments using local inference engines. Orchestrating secure RAG pipelines with advanced automation platforms and vector databases at a Moroccan Government Agency (confidential) - HR Service.

AI Developer / MLOps

Rabat, Morocco

Designed production AI solutions using Transformer-based models for evaluation scoring. Built full-stack containerized apps and implemented automated retraining mechanisms at a Moroccan Government Agency (confidential) - HR Service.

Engineering Degree

Rabat, Morocco

Computer Engineering and Data Science at SUPMTI Rabat (Expected 2026).

Full Stack Developer

Rabat, Morocco

Developed a national platform for managing administrative requests. Implemented microservices architecture (Node.js/Express) and RBAC systems at a Moroccan Government Agency (confidential) - HR Service.

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) - HR Service.

Key Achievements

🔒

Secure Local AI Infrastructure

Integrated LLMs into secure intranet environments using local inference and private interfaces without external cloud dependencies.

100% On-Premise
🤖

RAG Pipeline Orchestration

Orchestrated local RAG pipelines with secure automation tools and Enterprise Vector Databases for document analysis and infraction detection.

Local RAG Implementation
📊

Automated Evaluation Scoring

Designed production AI solution using multi-language NLP models for automatic scoring of evaluations, with drift detection and retraining.

Automated Scoring
🌐

National Management Platform

Developed a national platform for administrative requests with microservices architecture and RBAC, handling large-scale distributed data.

National Scale
⚙️

Optimization Model (MIP)

Implemented Mixed-Integer Programming models to solve large-scale personnel assignment problems.

Optimization