AI / LLM Engineer · I design and ship production AI systems.
$ whoami
> An engineer who ships. I own AI products end to end — from problem
> discovery to what runs in production — and I move fast.
I work across the full stack of LLM products: prompt & context architecture, RAG, agent design, evaluation, and deployment. Everything below is something I actually built and shipped — a founded product, client systems, and personal builds. Each one shipped end to end.
Alongside this I study Computer Science with an AI specialisation at Al Akhawayn University, minoring in Business Administration, while building across concurrent engineering roles and my own product. That keeps my work grounded in real users and real deadlines.
A chess-specialised LLM coaching product that gives personalised explanations for players of any level. I engineered the full prompt and context architecture and owned the whole lifecycle solo — from problem discovery and context design to REST API integration and deployment.
- Custom context layer that adapts explanations to a player's rating and mistakes
- REST API integration and a live deployment serving real sessions
- Reached active investor negotiations within 3 months of launch
An autonomous store manager connecting the Shopify API to LLMs — handling product management and large-inventory analysis for business owners.
- 80% less time spent on product and inventory work
A RAG-grounded AI companion that helps faculty and evaluators prepare and assess submissions while keeping everything aligned with University policy.
- 60% less time on busywork · +30% compliance
A custom chatbot trained on proprietary company data plus an agentic n8n email-automation workflow. Replacing third-party providers removed a key data-privacy risk on sensitive client information.
- No third-party dependency — sensitive data stays in house
I scope automation opportunities with clients and deliver agent pipelines end to end — full-stack feature work through to hosting and production maintenance.
- Lifted one client's conversion rate by 6% · hundreds of hours saved
Specialities: Prompt Engineering · Context Engineering · RAG · Agent Design · LLM Deployment · Fine-tuning · LLM Evaluation
2000 Elo chess player and president of the Al Akhawayn Chess Club, where I scaled club revenue by 400% and doubled membership through structured classes. Chess taught me to think in systems — the same instinct I bring to building products.
Always learning: ML & Deep Learning Specialisations (DeepLearning.ai / Stanford) · Software Architecture & Design Patterns (University of Alberta) · Version Control with Git (Atlassian) · Project Management (Google, ongoing)
Always up for a good engineering conversation — about any of these projects, collaboration, or whatever you happen to be building.
Book a Consult → · LinkedIn · GitHub / TFFy1 · +212 659 873 776
© 2026 Mohamed El Fatih Kettani · Designed and built by me.