Vincent Juhel

Experience

1. Oct 2025 — Feb 2026

   AI agentic system lead · BKSystèmes (SpeedFlow module)

   Production LLM agent for warehouse management. Multimodal RAG, ReAct from scratch, full LLM observability.

2. 2020 — now

   Founder · Vinland SASU (AI Consulting Agency)

   Senior AI architecture missions for European mid-caps. AFNOR ISO 42001 trained.

3. 2022 — 2025

   Tech Lead Data & Observability · L'Oréal Europe (Malt freelance)

   Observability for e-commerce + logistics across 150 EMEA sites. ~10 engineers reporting to Head of Data.

4. 2021 — 2022

   Founder · Pipop

   B2C carpooling platform with custom detour-routing. BPI French Tech grant (€30k). 250 users. Shut down.

5. 2021

   Transition CTO (freelance, ~3-4 months) · The Programmatic Company

   Reorganized a 15-person tech team for an online advertising data platform.

6. 2019 — 2020

   Application Architect · Anevia

   High-availability platform monitoring TV streaming infra in hotels. Django + K8s + Grafana/Loki.

7. 2015 — 2020

   CEO & Co-founder — sold 2020 · Lisa.blue (acquired by Cadwork)

   B2B SaaS for structural engineers. Geolocated calculation hypotheses + WebGL 3D modeling. Sold in 2020.

8. 2011 — 2015

   CEO & Consultant — sold 2015 · RDV Ophtalmo / Groupe Point Vision

   Scheduling platform with thousands of daily appointments. Sold to Point Vision in 2015.

9. 2009 — 2010

   Engineer — early career · Amadeus, Kelbillet

   Airline ticket search engines (Amadeus until 2009), then train ticket startup (Kelbillet 2009-2010).

Selected projects

• Amplyd

  Next.js 15 · LangGraph · MCP · FastAPI

  This site. CV driven by a LangGraph agent that picks what to show each visitor.

• BKSystèmes — SpeedFlow agent

  Python · Ollama · OpenTelemetry · Phoenix (Arize)

  Production LLM agent embedded in a WMS. Multimodal RAG (15k docs + 8k images), hand-rolled ReAct, Phoenix observability.

• L'Oréal Europe — E-commerce & logistics observability

  Grafana · Prometheus · ELK · Azure AKS

  Observability platform for 150 EMEA sites + fraud-detection pipeline cross-referencing 35+ heterogeneous data sources.

• Lisa.blue — exited 2020

  Python · NumPy · C (pyframe3dd) · MongoDB

  B2B SaaS for structural engineers. Geolocated Eurocode calculation hypotheses + WebGL 3D modeling. Acquired by Cadwork in 2020.

• RDV Ophtalmo / Point Vision — exited 2015

  Web platform · Founder · Healthcare · Geo data

  Ophthalmology booking platform handling thousands of daily appointments. National wait-time map (2,643 practitioners) picked up by the press. Sold to Point Vision in 2015.

• Wikipedia & Vikidia

  Open knowledge · 17 years · Community governance

  French Wikipedia admin since 2005. President of Vikidia 2020–2022. HEC thesis on the economic value of Wikipedia volunteering, cited internationally.