Multi-Sector RAG AI Solutions Portfolio

I led the design and implementation of multiple Retrieval-Augmented Generation (RAG) systems across critical sectors including Payments, Agriculture, LegalTech, Banking, Art & Luxury.

The workflows are structured to automate document processing, knowledge extraction, and intelligent response generation.

Highlights of 7 Key RAG Deployments:

Payment Solutions Automation – HPS (Africa)

Automated RFP responses and solution documentation

Generated BSD from BRD, analyzed ~300 pages of MasterCard bulletins

Productivity gains in pre-sales

Agriculture & Food – InVivo (France / Africa)

Voicebot for agricultural RAG queries

Automated economic monitoring for M&A

80,000 product images generated for catalogs

Pharma & Veterinary – Bot4Lab

Specialized vector knowledge bases

Expert Q&A systems integrated with ClinicalTrials API

Faster access to clinical information

LegalTech – Casus

Massive indexing of ~3 million legal documents

Automated tax analysis and fine-tuned summaries

Market-leading efficiency improvement for legal professionals

Banking Training – Sherpa AI

SaaS training platform with voicebots for call simulation

Automated feedback, scoring, and analytics for onboarding

Art & Collections – Collector AI

Automated pricing estimation using computer vision & NLP

Validated against historical data and market trends

Luxury & Audiovisual – Armoni Studios

Large-scale media generation & automated video editing

Optimized creative production for LVMH & Givaudan