Francois Schnitzler Email & Phone Number

Rennes, Brittany, France

As the most experienced ML scientist in the lab, I take part in several multidisciplinary teams to apply AI to media, telecommunication networks or robotics. Within a small team, I also drove the development of new deep learning architectures for embedded devices. I also supervise postdocs, interns and PhD students, and co-lead our contribution to the EU-funded AI4media Center of Excellence.Some achievements:- Estimating network performance with GNN, decreasing error from over 100% to 1.63%- Recurrent architecture that adapts to available computation/energy, can reduce computation by 85% without affecting accuracy

Rennes, Brittany, France

As the first machine learning specialist in the lab, I supported its adoption of machine learning through proposition and research. I was involved in several projects related to telecommunications, video, recommendation, smart homes and manufacturing. I also contributed to several internal seminars and was responsible for an internal curriculum on deep and reinforcement learning that was taught twice to about 15 people from multiple labs.Some projects:- Identifying multiple users sharing a single online account- Estimating market shares from public data- Detecting brand logo in video

Rennes Area, France

Teaching introduction to big data tools

Developing innovative approaches for the online analysis of massive heterogeneous data streams: 3500 inductive vehicle count sensors, bus GPS trajectories, social media...smart building researchCoordination of work package 4 of the FP7 Insight project

Liège Area, Belgium

Developing ensemble of Markov trees learning algorithms for density estimation in high-dimensional spacesTeaching assistant for "Stochastic processes" and "Information theory"

Eindhoven Area

Development of autonomous wireless systems for body sensor network applications

Doctor Of Philosophy (Ph.D.), Engineering

Mixtures of Tree-Structured Probabilistic Graphical Models for Density Estimation in High Dimensional Spaces

Engineer'S Degree, Electricy (Electronics)

Activities and Societies: IEEE student section, Board of European Student of Technology