Arnault Caillet

About Yneuro

Yneuro is a French deeptech startup based at Station F, building Neuro ID®, the first neural authentication solution for B2B and B2B2C sectors. Our patented technology is a new biometric standard that turns neural signals into a secure, privacy-preserving biometric layer for the next generation of head-wearables.

As Founding Scientist and CSO, I connect research, product, and executive decisions: setting the R&D roadmap, protecting the IP, building and managing the scientific team, and turning the science into systems that can be tested, trusted, and deployed. Beyond the product, I also push with Yneuro selected open-science initiatives where shared tools, datasets, and benchmarks can move the field forward.

Neurotech + AISecure neural authentication

Neuro ID®Patented core technology

Scientific R&DEEG, ML, data, validation

Station F, ParisFrench deeptech startup

My Role at Yneuro

01

R&D Roadmap

Define the scientific roadmap, research priorities, validation standards, and technical milestones that make Neuro ID® reliable from lab to product.

02

Scientific Lead

Manage and grow a scientific team spanning the full pipeline of neural decoding.

03

Scientific Voice

Support the CEO with investors, partners, institutions, media, and public audiences, carrying Yneuro's scientific story.

04

Product & Demos

Turn models into deployable and usable Neuro ID® products. Develop public demos unveiled at VivaTech 2024 and VivaTech 2025.

05

Client Specs & Validation

Interface with clients and partners, translate requirements into scientific specifications, and define validation protocols for real-world use.

06

IP Protection

Identify patentable scientific and technical advances, structure invention disclosures, and work with counsel to protect the core Neuro ID® technology through published and pending patents.

07

Neural Decoding Stack

Lead work across EEG datasets, curation, preprocessing, domain adaptation, deep learning, foundation models, and authentication benchmarks, with selected outputs shared as papers and demos.

08

Technical Collaborator

I closely collaborate with the team at the technical level, contributing to code, reviews, issues, and day-to-day implementation details across the R&D stack.

09

Open Science Lead

Push open datasets, libraries, infrastructure, and competitions that strengthen the broader ecosystem. See the Open Source page.

Scientific Team

I built and am now lucky to manage and collaborate every day with a steadily growing team of exceptional scientists and engineers, whose expertise covers the full chain of end-to-end neural decoding: data engineering, curation, preprocessing, domain adaptation, machine learning for EEG, ML infrastructure, and product-grade scientific validation. Let's meet them!