Research Engineer, IMT Mines Albi. Applied agentic AI — multi-agent systems that run in production, not in a notebook. Five years building and deploying AI-agent and immersive systems; Laval Virtual 2025 award (Enterprise & Productivity Solutions), four peer-reviewed publications, two years of doctoral research in XR at the University of York. British and French, based in Albi, France. Independent AI consulting alongside.
Site: ingevision.cloud. I build and operate the systems below. Each project below links to its repository or live version.
La boucle — an autonomous research environment for training specialised agents. A human defines the decision and the success criteria; researcher agents experiment, evaluate and improve a small local model until it meets the targets on a sealed benchmark it never sees during training. Presented to the supply-chain leadership of a large technology company through an executive briefing programme.
Constellation — an autonomous intelligence-watch pipeline. Around ninety agents research a subject, verify each other's findings, and publish a navigable map that learns what its reader considers worth their time. Every stage is admitted to the next by a deterministic validator rather than by an agent claiming to be finished. → live at constellation.ingevision.cloud
Web App Pipeline — a pipeline of AI agents that designs, builds, tests and deploys web applications: an idea goes in, a live application comes out with its mockup, user stories, automated tests and walkthrough. Two applications delivered in public, from 4 hours to 4 days each.
Meeting agent — a live meeting tool: speaker-attributed transcript, minutes written during the meeting rather than after it, diagrams drawn on their own, and a room that can correct any line with the guarantee the agent will not overwrite it. Its speaker identification was fixed by reproducing the failure on a public corpus with ground truth and comparing four models, not by buying a bigger one.
Chorus Comedy Life — the web sound desk that runs a musical, built and operated for an amateur theatre company. Someone else drives it live in front of an audience every week, which sets every constraint in it.
Research Engineer at IMT Mines Albi since April 2024: production LLM multi-agent systems used across several research teams, an AI teaching assistant operating inside virtual reality, and contributions to POD — the AI + VR system for organisational performance that won at Laval Virtual 2025.
Before that, R&D on MINERVA at the University of York (AudioLab × BBC R&D): networked music performance in VR, including a virtual twin of BBC Maida Vale Studio 4 with performer avatars for remote musicians, later realised at the UK's CoSTAR Live Lab. Four peer-reviewed articles on XR, immersive audio and presence.
I also design and teach agentic-AI and XR courses at Master's level for international cohorts.
On my own time and with my own means, remote: expert advice on what an agentic system can realistically do for you, and architecture reviews.
La boucle, Constellation, Web App Pipeline, Flux and Chorus Comedy Life are open source (Apache 2.0). The source of Meeting agent and the other showcase repositories is private; they document the architecture and the decisions behind it. I am happy to go through any of it in detail.