AI Transformation Leader · Doha, Qatar

Mohamed Mastouri Haddaji

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.

What I work on

I lead AI transformation work in the public sector in Qatar. The current programme is a national Government AI Factory — a central AI Center of Excellence built with Google Cloud that collects AI requirements from across government entities and runs the pipeline that turns them into delivered systems, including multi-agent creation and orchestration.

Alongside it I run a national HR platform programme on SAP SuccessFactors (performance and goal management), delivered with AI-assisted methods. I designed and built its reporting dashboard on Google Cloud using BigQuery and Looker, and a custom performance-calibration application as a SAPUI5 app on SAP BTP Cloud Foundry. I am currently developing an AI security agent on Google Cloud.

Before this: 15+ years in SAP and digital transformation across Qatar, Saudi Arabia and Tunisia — SAP HCM and SuccessFactors, S/4HANA programmes, and enterprise architecture for public sector and large private clients.

Focus

Model builds

I publish quantised builds of open-weight models on Hugging Face, aimed at running frontier-scale mixture-of-experts models on a single consumer GPU. The main build has passed 10,000 downloads.

GLM-5.2-colibri-int4-g64-with-int8-mtp

int4 g64 with int8 MTP · ~10.5k downloads

GLM-5.2-colibri-E8-IQ3-with-int8-mtp

E8 IQ3 with int8 MTP

Writing — ten days of agent orchestration

A ten-part series on wiring several AI agents together in production: the topology, the gates, and the failure modes that are not hallucinations. Five of ten published so far.

Seven agents, one production website

Day 1 of 10 · 2026-08-15

Why a hub and not a mesh

Day 2 of 10 · 2026-08-16

Author, do not apply

Day 3 of 10 · 2026-08-17

PASS, FAIL, UNPROVABLE NOW

Day 4 of 10 · 2026-08-18

Seventeen errors, none of them hallucinations

Day 5 of 10 · 2026-08-20

Also

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

2026-08-15

Personal projects

gooolll.com — a live football data platform: 46 competitions, 114,000 matches, records back to 1930, scores syncing within a minute of a goal. Built in eleven weeks by a crew of seven AI agents and one person with a full-time job. It is the system the writing above describes.

Currently

Open to AI and enterprise transformation leadership roles in Qatar and the GCC. The fastest way to reach me is LinkedIn.