Mohamed Mastouri Haddaji

AI Transformation Leader — Doha, Qatar

Agentic AI, multi-agent systems and AI governance. Building a national Government AI Factory with Google Cloud. 15+ years in SAP and digital transformation across the GCC.

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What I work on

• Government AI Factory / AI Center of Excellence on Google Cloud — collecting AI requirements from across government entities and running the pipeline that turns them into delivered systems, including multi-agent creation and orchestration.
• National HR platform programme on SAP SuccessFactors (performance and goal management), delivered with AI-assisted methods.
• Reporting dashboard on Google Cloud using BigQuery and Looker.
• Performance-calibration application — SAPUI5 on SAP BTP Cloud Foundry.
• AI security agent on Google Cloud (in development).

Open-weight model builds

Quantised builds of frontier-scale mixture-of-experts models, aimed at single-consumer-GPU inference.

Build	Notes
GLM-5.2-colibri-int4-g64-with-int8-mtp	~10.5k downloads
GLM-5.2-colibri-E8-IQ3-with-int8-mtp

Writing — ten days of agent orchestration

A series on wiring several AI agents together in production: the topology, the gates, and the failure modes that are not hallucinations.

1. Seven agents, one production website
2. Why a hub and not a mesh
3. Author, do not apply
4. PASS, FAIL, UNPROVABLE NOW
5. Seventeen errors, none of them hallucinations

Also: What a 744-billion-parameter model taught me about being wrong

Elsewhere

• Site — https://mohamedmastouri2000-boop.github.io
• LinkedIn — https://www.linkedin.com/in/mohamed-mastouri-haddaji-b98aa395
• Hugging Face — https://huggingface.co/mastouri

Open to AI and enterprise transformation leadership roles in Qatar and the GCC.