Make AI Work for Your Business — Understand It · Use It · Grow with It
I Give You a Clear Roadmap to Learn and Use AI on Your Own.
About Me
XAI PhD Researcher
I architect and deploy production-grade AI systems — from LLMOps pipelines to autonomous agents. As a PhD researcher in AI & Post-Quantum Cryptography, I bridge the gap between cutting-edge research and real-world enterprise delivery.
10+
Systems Deployed
5+
Years in AI
100+
Workshop Hours
Production AI Systems
10+ AI systems shipped and running at scale across enterprise environments.
LLMOps & MLOps Architecture
End-to-end pipeline design, model versioning, observability, and CI/CD for LLMs.
Agentic AI & RAG Systems
Multi-agent orchestration, retrieval-augmented generation, and tool-using AI workflows.
AI Training & Workshops
Hands-on sessions for teams: from zero to production-ready AI in days, not months.
Work With Me
Whether you're new to AI or leading a technical team — I'll meet you where you are and help you move forward.
1:1 Consultation
AI for You / Mentorship
Perfect for: Professionals, Junior Engineers, Startup Founders
Includes:
- ▸Understand where AI fits in your business (real use cases)
- ▸Learn how to use AI securely and protect your data 🔐
- ▸Get a personalized roadmap tailored to your goals
- ▸Focus only on what matters — no wasted time
- ▸Start using the right AI tools immediately
- ▸Avoid costly mistakes and bad practices
- ▸Create simple workflows and automations
- ▸Become fully independent with AI — prompt & context engineering skills
500 MAD / 50€
Architecture & Production
For Technical Teams
Perfect for: CTOs, Tech Leads, Engineering Teams
Includes:
- ▸LLMOps strategy — pipelines, observability & CI/CD
- ▸End-to-end AI architecture & technology recommended for your business
- ▸RAG architecture review
- ▸Prompt Injection Defense
- ▸AI system design
- ▸Cloud deployment (Azure / AKS)
2 500 MAD / 250€
Corporate Training
Masterclass
Perfect for: Companies wanting to upskill their entire dev team on Agentic AI & MLOps
Includes:
- ▸Agentic AI training
- ▸LLMOps end-to-end
- ▸AI in production — optimization & scaling
- ▸Real-world use cases
- ▸Team upskilling
Custom Pricing
What Clients Say
Real feedback from founders, teams, and professionals who worked with me.
“El Mahdi made AI completely approachable. In one session I understood exactly how to integrate it into our product roadmap — no fluff, just clarity.”
Youssef B.
Founder, SaaS Startup
Casablanca, Morocco
“El Mahdi made AI completely approachable. In one session I understood exactly how to integrate it into our product roadmap — no fluff, just clarity.”
Youssef B.
Founder, SaaS Startup · Casablanca, Morocco
Experience
A track record of building and deploying AI that matters.
OCP Nutricrops
Senior AI Engineer | LLMOps Architect
Casablanca, Morocco
- ▸Deployed 6 core AI services: Whisper, XTTS-v2, YOLOv11, Qwen-VL, ComfyUI, Stable Diffusion + LLM agents with XAI evaluation pipelines
- ▸Migrated monolith MVP to microservices on Azure Container Apps with Zero-downtime CI/CD via Azure DevOps & GitHub Actions
- ▸Architected Data Lakehouse on Azure Databricks (Unity Catalog + Delta Lake) for structured & unstructured data
- ▸LLM tracing with Langfuse + Arize Phoenix, inference optimization with vLLM, SRE runbooks for automated incident response
vLLM · LangChain · ComfyUI · Azure Databricks · Kubernetes · ArgoCD · MLflow · Langfuse · OpenTelemetry · Terraform
Crédit Agricole
Machine Learning Engineer
Casablanca, Morocco
- ▸Architected production RAG pipeline for financial document automation — LangChain, Qdrant, Azure OpenAI
- ▸Secured LLM interactions against Prompt Injection & jailbreaks using llm-guard with enterprise compliance
- ▸Built ITSM chatbot to automate IT support, interfaced with internal knowledge base to reduce ticket time
- ▸Established RAG evaluation framework with Promptfoo (faithfulness & answer relevancy), MLOps on Azure Databricks
Python · LangChain · Qdrant · Azure OpenAI · MLflow · Azure Databricks · FastAPI · BentoML · Promptfoo · Docker
TeamSquare
Data Scientist & ML Engineer
Paris, France
- ▸Fine-tuned NLP models for high-precision intent classification and semantic analysis for business contexts
- ▸Engineered high-dimensional features using Graph Theory (Neo4j) — significantly boosted Precision & Recall
- ▸Orchestrated Big Data pipelines with Apache Spark & Pentaho for massive dataset processing
- ▸Managed full ML lifecycle on Azure ML from hypothesis testing to containerized deployment on Kubernetes AKS
Python · PyTorch · HuggingFace · LangChain · Neo4j · Apache Spark · Azure ML · Kubernetes (AKS) · Power BI
Allianz
Data Scientist
- ▸Designed Intelligent Dispute Arbitration System using SVM, XGBoost & NLP for automated legal document processing
- ▸Built complete ETL pipeline to extract, clean, and automatically enrich legal documents
- ▸Deployed FastAPI backend for real-time AI service access with Docker containerization & performance optimization
Python · SVM · XGBoost · Keras · NLP · FastAPI · Docker · TensorFlow · Pandas · SQL · Git
Talks & Community
Sharing knowledge, judging innovation, and building the AI community in Morocco.
FtourIA Workshop
Speaker & Host
Hands-on workshop on building production-ready AI agents
UM6P Hackathon
Jury Member
Evaluated AI & deep tech projects from top Moroccan engineering students
Hult Prize
Judge
Invited judge for the world's largest student entrepreneurship challenge
MDS Talk
Speaker
Deep dive into autonomous AI agents: architecture, tools, and real deployments
Tech Stack
The tools I use to build, deploy, and scale AI systems.
LLM Frameworks
Cloud & Infra
MLOps & DevOps
Languages
Ready to Build Something Intelligent?
Book a session directly — pick a time that works for you.