Vincent Sillegue

Digital Transformation - Dual business-tech expertise to lead AI projects from strategy to execution (audit, process design, data science)

AI and digital transformation expert. 15 years of business experience (real estate, fintech) + advanced AI systems technical expertise. Former VP of the French Real Estate Developers Federation, fintech founder. Dual business-tech expertise for strategic and operational digital transformations.

KEY SKILLS

AI & Machine Learning

• LLMs: Claude (Sonnet, Opus, Code), Gemini, Mistral

• Open-source: Gemma, Granite, NVIDIA NIM

• Fine-tuning and optimization

RAG/KAG Systems & Data

• RAG/KAG Architecture (Cognee framework)

• Vector databases: PostgreSQL/pgvector, Chroma, Pinecone

• Graph databases: Neo4j, FalkorDB

• ETL pipelines, massive data processing

Multi-Agent Orchestration

• BeeFrameworks, Microsoft AutoGen, A2A

• Workflows: n8n, LangChain, LangGraph

Infrastructure & Dev

• SaaS/on-premise, scalable architecture

• Backend: Python, FastAPI, Node.js, RESTful/GraphQL APIs

• Frontend: React, Next.js

• Proprietary stacks

EXPERIENCE

AI Consultant (2023-present)

• Enterprise and NGO RAG/KAG Systems

• Cognitive search with provenance tracking

• Orchestrated multi-agents

• Claude Desktop Skills

• Data pipeline audit

Founder & CEO Fintech (2018-2023)

• Real estate development financing platform

• Automated audit, project scoring

• Data-driven, risk analysis

• Management, fundraising

VP Fédération Promoteurs Immobiliers (2015-2018)

Promoteur Immobilier (2008-2018)

LANGUAGES: French (native), English (fluent), German (intermediate)

STRENGTHS: Dual business-tech expertise | Full entrepreneurship | Strategic vision + execution | Applied cutting-edge AI | Audit and process design