The Practice
Three ways I work. One outcome: your team runs it without me.
I advise before a big data or AI decision, take the reins when the work has to get done, and train the people who carry it on.
Strategic Advisory & Consulting
Erwin Labs / Nebula
US market-entry strategy for an AI Skill Decoder Agent (a skills graph): segmentation, positioning, and phased go-to-market. Handed over: the master strategy document for funding and execution.
JT Mobile Intelligence
US subsidiary of Jersey Telecom. US banking market-entry strategy for a mobile scam and fraud-prevention product that uses telecom and machine-learning signals. Handed over: the sales collateral suite and go-to-market playbook, built in 20 days.
HighCo
Designed and launched an AI-powered coupon-recommendation engine in six months. The engine became the data and AI product of HighCo’s agency.
Carrefour
CRM optimization across every Carrefour store in France. Result: a €400M revenue gain over two years.
EDF
Data strategy integrating analytics across 400+ digital touchpoints, as part of EDF’s global digital transformation. Handed over: the analytics framework and implementation roadmap.
Interim Executive Leadership
Sparkling Logic, Inc.
US. Reworked the go-to-market and commercial strategy. Result: new OEM partnerships and expansion in the US insurance sector.
Christian Dior Couture
Led a global data transformation across marketing, retail, supply chain, and boutiques, coordinating internal teams, consultants, and vendors. Handed over in four months: organization design, roadmap, budget, and a senior technical lead hired or transitioned.
Covéa
Enterprise-wide data governance across MAAF, MMA, and GMF, coordinating internal teams, consultants, and vendors. Handed over: 11.5M client records integrated, 160+ contributors aligned.
BVA
Led the data science practice for luxury and consumer-goods clients. Delivered: launch forecasting (L’Oréal), revenue and cost analytics (Chanel), segmentation and scoring (Longchamp), customer research (Lacoste).
Executive Training & Masterclasses
UM6P · Executive Master AI Governance and Practice
Senior executive cohort, Morocco. How leaders decide what to fund, govern its use, and manage the risk.
KEDGE Business School · International MBA
Enterprise AI from strategy to implementation, including multi-LLM orchestration. Outcome: after 5 days, students build a business plan with real market data in under half a day.
The multi-agent systems of my postdoctoral research connect directly to the multi-LLM orchestration I design and teach today.
How Engagements Run
Architect. Embed. Hand over.
The same three phases govern every engagement. They scale to what you need: a plan, someone to lead the work, or a trained team.
Architect
Understand the current system, test the target architecture and plan, and define the outcomes it will be judged on.
Embed
Build alongside the team. Hire or transition the permanent lead, and put the documentation, routines, and decision rights in place.
Hand over
A dated handover: documentation, training, shadowing. The permanent lead is in place, and nothing depends on me.
Based in Paris, France · works internationally · onsite and remote · English & French
Next step
Have a system to build, and to hand over?
Write with the problem you are facing. I reply personally, and I will tell you if it is not a fit.
Message Hassan on LinkedInI take on two or three engagements a year.