CLIENT WORK

Where AI meets the real world

Every case study follows the same path: challenge, my contribution, approach, impact, what I learned. Only public or client-approved information is shared.

DEFENCE & ENGINEERINGThales

Thales | Building an AI-Ready Engineering Organization

From fragmented engineering knowledge to scalable AI capabilities.

AI strategyOperating modelRAG
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PUBLIC SECTORServices du Premier ministre

DILA · Services du Premier ministre | Building a Sovereign AI Platform to Accelerate RAG & Agentic AI Delivery

A sovereign, reusable AI foundation to accelerate the delivery of RAG and agentic applications.

Impact: 70% faster content creation; RAG application delivery time down 60%.

  • −60%RAG delivery time reduction
  • 0.94Answer faithfulness
  • 75%Component reuse rate
Sovereign AIRAGAgentic AIPlatform engineering
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RETAIL & SPORTSDecathlon

Decathlon | Turning Retail Data into Intelligent Store Operations

Connecting computer vision, data products and generative AI to improve retail decision-making.

Impact: 2.6× productivity gains from augmented teams.

  • ×2.6Augmented productivity
  • 93%Computer vision precision
  • 4 M€Programme scope
Computer visionGenAIAnalytics
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RETAIL & SUPPLY CHAIN

Carrefour | Scaling Data & AI Products Across Retail Supply Chains

Transforming supply-chain complexity into measurable operational performance.

Impact: Reported fill rate up from 65% to 78% (+13 points).

  • +13 ptsFill rate improvement
  • 18% → 12%Forecasting WAPE
  • −35%Forecast processing time
Predictive analyticsSupply chainAI product
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TECHNOLOGY & COMPUTER VISIONFujitsu

Fujitsu | Computer-vision AI products for retail, industry and security

From research prototypes to computer-vision products in production.

Impact: 2nd place worldwide at the AVA Challenge · TotalEnergies Most Innovative Project Award · 94% computer-vision precision.

  • 94%Computer vision precision
  • #2AVA Challenge ranking
Computer visionAI Centre of ExcellenceProduct strategy
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BANKINGBanque Populaire

Banque Populaire du Maroc | Digital banking and AI products

Contributed to digital banking and AI initiatives: Pocket Bank, biometrics, chatbot pilots and digital onboarding.

Impact: +18 points on digital journey completion.

  • +18 ptsDigital journey completion improvement
Digital bankingChatbotsBiometricsOnboarding
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