2022Rabat, Morocco
Python Developer
Developed automated personnel assignment optimization using Mixed-Integer Programming (MIP) and PySCIPOpt at Private Government - HR Service.
PythonMIPPySCIPOpt
Issam NACIRI
AI Engineer & Full Stack Developer
Passionate AI Engineer & Full Stack Developer based in Rabat, Morocco. Specializing in Secure On-Premise Solutions, LLMs, MLOps, and robust Enterprise Software Architectures.
About Me
Secure On-Premise AI & MLOps Specialist
My Journey
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 Private Government as an AI Engineer, building secure, automated AI pipelines.
My Approach
I believe in bridging the gap between cutting-edge AI technology and practical business solutions. My approach combines deep technical expertise with real-world enterprise experience.
Professional Journey
2023 - 2024Rabat, Morocco
Bachelor's Degree
Information Systems Engineering at SUPMTI Rabat.
Information SystemsEngineering
2023Rabat, Morocco
Full Stack Developer
Developed a national platform for managing administrative requests. Implemented microservices architecture (Node.js/Express) and RBAC systems at Private Government - HR Service.
ASP.NETNode.jsRBACMicroservices
2024 - 2026Rabat, Morocco
Engineering Degree
Computer Engineering and Data Science at SUPMTI Rabat (Expected 2026).
Data ScienceComputer Engineering
2024Rabat, Morocco
AI Developer / MLOps
Designed production AI solutions (CamemBERT) for evaluation scoring. Built full-stack containerized apps and implemented automated retraining mechanisms at Private Government - HR Service.
MLOpsCamemBERTDockerFastAPI
2025Rabat, Morocco
AI Engineer / LLMs
Integrating LLMs into secure intranet environments (Ollama, Open WebUI). Orchestrating local RAG pipelines with n8n and VectorDB at Private Government - HR Service.
LLMsRAGOllaman8n
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Key Achievements
Featured Achievements
⭐ Featured
technical
Secure Local AI Infrastructure
Integrated LLMs into secure intranet environments using Ollama and Open WebUI without external cloud dependencies.
100% On-Premise
⭐ Featured
technical
RAG Pipeline Orchestration
Orchestrated local RAG pipelines with n8n and PostgreSQL VectorDB for document summarization and infraction detection.
Local RAG Implementation
⭐ Featured
innovation
Automated Evaluation Scoring
Designed production AI solution using CamemBERT for automatic scoring of French evaluations, with drift detection and retraining.
Automated Scoring
Additional Achievements
innovation
National Management Platform
Developed a national platform for administrative requests with microservices architecture and RBAC, handling large-scale distributed data.
National Scale
technical
Optimization Model (MIP)
Implemented Mixed-Integer Programming model using PySCIPOpt to solve large-scale personnel assignment problems.
Optimization
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