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MAAH / 01 AI Development Manager · SKF

Applied AI.
In production.

I lead the teams building AI for customers and engineers: from product assistants and optimization to reliable, governed delivery.

Product systemsApplied researchTeam delivery

Explore the systems Ask about my work
PROFILE / 001Mohamad Amin Al Hajj
Utrecht, NetherlandsSKF · AI Development

01 / Selected systems

Work with a job to do.

Production systems, measurable outcomes, and the teams making AI useful.

01

Shipped system

Product Assistant

A customer-facing assistant for technical product questions, built with SKF data, retrieval, and multi-agent orchestration.100k+ external queries / month · 28 sec average response
02

Shipped system

Product Optimization

Recommendation algorithms in engineering tools that match customer requirements to useful product alternatives.35% higher accuracy for optimized alternatives
03

Architecture

Reference GenAI Platforms

Reusable patterns for data ingestion, retrieval, tool routing, evaluation, and latency and cost controls.
04

People & delivery

AI Development Leadership

Leading AI engineers and data scientists while enabling teams with Codex, Claude Code, GitHub Copilot, MCP servers, and reusable skills.5 specialists · 17 core stakeholders
05

Exploration

Sovereign AI Exploration

Evaluating local GPU clusters, open models, and NVIDIA Run:ai for sensitive enterprise workloads, with Sferical AI.

02 / Ask the archive

Go deeper.

Ask about shipped systems, design choices, or the career behind the work. Answers are grounded in source material.

Portfolio assistant

Projects · decisions · evidence

Source grounded
Archive

I am Mohamad's source-grounded portfolio assistant. Ask about production AI systems, product judgement, architecture, governance, patents, publications, or the path behind the work.