I’m Vivien Perrelle — a founder building verification infrastructure for biology research, and a freelance AI engineer for biology and TechBio teams: AI agents, context engineering, and scientific tooling.
MSc in Creative Technologies (De Vinci Innovation Center) · ex-R&D at PKvitality · founder of Finexov and LocusLab · building AI that science can trust.
Selected Works
LocusLab
Building independent evidence-assurance infrastructure for biology and regulated science, the first commercial layer of a broader verification thesis for AI-driven research.
Scientific Claim Verifier
Open-source engine that verifies each cited claim in scientific text against its source, with deterministic, fully-traceable provenance: F1 0.92 on SciFact (vs 0.62 naive baseline).
Finexov
Built AI agents to streamline complex R&D documentation for public funding.
Oseille AI
Developed a specialized agent for French business subsidies.
Freelance AI Engineer
Freelance AI engineering for biology, TechBio, and AI-for-science teams: AI agents, context engineering, evaluation, and scientific data tooling.
Research Intern @ PKvitality
Hands-on R&D on enzymatic microneedle biosensors (glucose & lactate) inside a VC-backed team building the first non-invasive CGM smartwatch for diabetics.
Journal
AI for Science Is Moving From Prediction to Closed-Loop Research Systems
Regulators Don't Accept Vibes: The Two Layers Pharma AI Is Missing
Science Is Entering Its Agentic Era
OpenClaw & the Infrastructure of Sovereign Intelligence
Trauma-Driven VS Purpose-Driven Entrepreneurship
Is Technology Neutral?
How to Build a Lactate Biosensor?
How to Build a Wearable Glucose Biosensor?
How to Build a SmartWatch?
Beyond Work
Engagement
I enlisted as a reservist in the French Air Force at 18.
Hiking
I love hiking in the French Alps.
Art
I used to draw.
View galleryWork with me
I take on selective freelance engagements with biology, BioTech, and AI-for-science teams: AI agents, context engineering over scientific literature, evaluation, and scientific tooling. The same systems I build for my own verification work at LocusLab. More on how I work →