Yannis Flet-Berliac Email & Phone Number

Paris, France

Large Language Models & Offline/Online RL.

Stanford, California, United States

Research in Emma Brunskill's lab working on Offline RL, Imitation Learning & Deep RL.Applications in Robotics, Healthcare and Education.

Lille, France

PhD Thesis: “Sample Efficient Deep Reinforcement Learning for Control, Exploration and Safety”.Jury: Ann Nowé, Bruno Scherrer, Luce Brotcorne, Anders Jonsson, Joëlle Pineau, Adam White.Supervised by Philippe Preux, funded by the University of Lille and hosted by Inria (SequeL team), CRIStAL lab and CNRS.The research project explores how to enable computers to efficiently gain autonomy in stochastic and non-stationary environments. The thesis focus on reinforcement learning entails improved sample efficiency, transfer learning, generalization, lifelong learning and safety. My research work includes developing new neural architectures and extending reinforcement learning methods to develop new training algorithms.

Nantes, France

iAdvize is the European leader in conversational marketing.Building a conversational model for human/machine interface using NLP & Deep Learning.

Copenhagen, Denmark

Computer Vision (CV)Conducting research on:× DNN for image classification× GAN for image generation where the output is inspired by joint distributions of human artworks

Copenhagen, Denmark

Computer Vision (CV)× Defining the roadmap for the machine learning projects of the company× Building multiple purpose [style, genre, medium, artist] image classification models for artwork using deep learning and fine tuning techniques× Designing a web app to collect feedback from the model's predictions

Copenhagen, Denmark

Two projects :(1) Using machine learning and network science to build a web app deployed on AWS using recommendation and similarity algorithms powered by LDA -- the objective was to improve EasyTranslate's workflow.(2) Using deep learning to build a machine translation with TensorFlow's sequence-to-sequence neural network (and LSTM architecture) -- the objective was to build an English-to-French machine translation.

Copenhagen, Denmark

× Data Science for Business Intelligence× Coverage: revenue forecast, customer segmentation and behaviour× Tools: Python, MySQL, Tableau and Javascript (for asynchronous API extractions)

Nantes, France

× Digital innovation× UX design× Business transformationA consultancy company in digital innovation where I worked as a junior project manager. I was designing disruptive digital services and managing digital integration in businesses (some of our clients: MGEN, Caisse d'Épargne, GESCO).

Nantes, France

× Social Entrepreneurship association× Coordinated 6 teams of 90 active students focusing on different international projects× Competed for the Enactus National Competition

Nantes, France

Nantes, France

Urban Lighting:× Identifying the manufacturers and retailers× Analysis of competitors strengths× Impact of dynamic lighting technologies

Postdoc, Computer Science

Research in Emma Brunskill's lab working on Offline RL & Deep RL. Applications in Robotics, Healthcare and Education.

Doctor Of Philosophy - Phd, Computer Science

Hosted by Inria (SequeL team), CRIStAL lab and CNRS. Funded by the University of Lille. PhD Thesis: “Sample Efficient Deep Reinforcement.

Computer Science, Digital Media Engineering (Msc)

× Machine Learning × Deep Learning × High Performance Computing × Data Science × UX Design × Cognitive Science × Graph Theory × Biometric.

Engineering, General Engineering Diploma (Msc)

Top 5 French Engineering School × Econometrics × Advanced Probability × Project Management × Information Systems and Database × Product.

Master'S Degree, Management Of Digital Business & It

× Information Systems & Technology Management × Managing Business Transformation & Change × Digital Business & Big Data × Consulting.

Classes Préparatoires Aux Grandes Écoles (Pcsi And Pc*)

× Intensive program in Advanced Mathematics and Physics × Preparing for the competitive examination to enter the French "Grandes Écoles"