2022Rabat, Morocco
Python Developer
Developed automated personnel assignment optimization using Mixed-Integer Programming (MIP) at a Moroccan Government Agency (confidential).
PythonMIPOptimization
About Me
Industrial AI & Secure MLOps Specialist
Issam NACIRI
AI Engineer & Full Stack Developer
Rabat, Morocco
Available for new projects
My Journey
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.
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
Architected a national platform for administrative requests using microservices and secure RBAC systems at a Moroccan Government Agency (confidential).
MicroservicesNode.jsRBAC
2024 - 2026Rabat, Morocco
Engineering Degree
Computer Engineering and Data Science at SUPMTI Rabat (Expected 2026).
Data ScienceComputer Engineering
2024 - 2025Rabat, Morocco
AI Developer / MLOps
Deployed production AI solutions for text classification with automated drift detection and retraining at a Moroccan Government Agency (confidential).
MLOpsNLPDockerFastAPI
2025Rabat, Morocco
AI Engineer / LLMs
Lead engineer for secure on-premise LLM integration and RAG pipelines at a Moroccan Government Agency (confidential).
LLMsRAGOn-Premise AI
2026Rabat, Morocco
AI Engineer / NotationAI Scale-up
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).
Industrial AIQuantizationScaling
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Key Achievements
Featured Achievements
⭐ Featured
technical
Industrial AI Scaling
Successfully scaled an AI evaluation prototype into a high-performance production system using INT8 quantization and ONNX Runtime.
<100ms Inference
⭐ Featured
technical
Air-Gapped LLM Infrastructure
Deployed secure on-premise LLM and RAG solutions in fully air-gapped environments without external cloud dependencies.
100% On-Premise
⭐ Featured
technical
Deep Bio-Chaotic Steganography
Developed state-of-the-art VAE-GAN watermarking with bio-chaotic encryption for medical images, achieving >51dB PSNR.
PhD Collaboration
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 models to solve large-scale personnel assignment problems.
Optimization
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