Thibaut Mattio

Keatext

NLP Engineer

Joined to lead the development of Sapiens, a data-labeling platform I had built independently.

As part of the R&D team, I also implemented and trained state-of-the-art NLP models including BERT and ELMo.

Roof AI

Data Scientist

I worked as a Data Scientist at Roof AI, where I designed and built a sophisticated ETL pipeline that aggregated data from 20+ real estate servers (all using different data formats, RESO wasn't a thing yet). I contributed to our migration to Google Cloud and created business intelligence reports to optimize product conversion rates.

PatSnap

AI Research Developer

Early 2017, I moved to China to work at PatSnap, where I was the first member of the computer vision R&D team. I built algorithms to detect and extract data from patent images that powered our image-based search engine. This is where I started learning about Deep Learning. I first built algorithms using traditional CV methods, which we then converted to Deep Learning models later on.

We built an object detection model using Faster R-CNN that achieved 0.95 mAP (it was really good at the time!) on patent image data extraction. I also developed a framework and desktop application for patent data labeling that was used to label all our training data.

Mirametrix

Software Developer

As a Software Developer at Mirametrix, I developed computer vision algorithms for gaze and face tracking in C++ and Python. I created a framework for IR camera testing that was used to test 300K cameras.

I once was responsible for building a demo of sleep detection for an important car manuafacturer, I got to learn about game development using Unity, and had to work non-stop for a week to get the demo ready. It was a lot of fun!

École de technologie supérieure - ÉTS Montréal

B.Eng in Software Development

Part of SONIA (Système d'Opération Nautique Intelligent et Autonome), leading the software team

Stedis

System Administrator

While studying, I worked part-time as a System Administrator at Stedis (ex Egedis), where I modernized the IT infrastructure across three offices. I implemented centralized network management through LDAP, WDS, and WSUS servers, and migrated a 60+ computer IT park.

I had an unusual level of autonomy, so lot's of fun and many mistakes (I lost a user's emails once!), but I learned a lot and couldn't think of a better way to start my career.

Grenoble-Alpes University

B.Sc. in Networks and Telecommunication