Hello! I am Tristan Karch, a Ph.D. student at Inria in the Flowers team under the supervision of Pierre-Yves Oudeyer and Clément Moulin-Frier. I am working on Grounding Language Agents and Curiosity-driven exploration. I am studying how autonomous agents can be efficient learners in social contexts.

Experience in industry
R&D Machine Learning Engineer
PNB Paribas Innovation Lab
New York, USA
06/2018 - 05/2019

Natural Language Processing (NLP) for clause extraction and question answering in legal documents, benchmarking of both pre-trained and legal specific word representations for text classification and question answering tasks.
Computer Vision for Semantic Segmentation of PDFs (implementation of a Fully Convolitional Neural Network).

Teaching and Research Experience
Lecturer
University of Bordeaux.
Bordeaux, France
Fall semester 2020

In charge of Introduction to Programming in Python (4TPM101U) and Development of Pyhton Applications (4TPM110U).

Reinforcement Learning Intern
Supaero RL Initiative (SuReLI)
Toulouse, France
2016 - 2017

Reinforcement Learning applied to control the wing sail of an autonomous sailboat (stall avoidance and control of systems with hysteresis).

Teaching Assistant
EPFL
Lausanne, Switzerland
Fall 2012 and Spring 2016

In Charge of Analyitcs II as well as Physics II.

Education
PhD in Computer Sciences
Inria
University of Bordeaux
10/2019 - Present

Grounded Language Learning.
Intrinsically motivated Reinforcement Learning.
Language as a tool to enhance learning and reasoning in autonomous agents.

MSc in Machine Learning
ISAE-Supaero
Toulouse, France
2018

Major in Decision and Data Sciences - Minor in Autonomous Systems & Robotics

MSc in Mechanical Engineering
EPFL
Lausanne, Switzerland
2018

Major in Computational Fluid Dynamics - Minor in Computational Sciences 

BSc in Mechanical Engineering
EPFL
Lausanne, Switzerland
2015

First and second year at EPFL.
Third year of BSc as an ERASMUS student in DTU Denmark

Programming Skills
General:Python, Java and C++
Auto-differentiation:Pytorch, Tensorflow
High Performance Computing:Bash, Slurm, Docker
Contact Info
03/11/1994
Tristan Karch
+33 625273597
Hobbies

In my free time, I love to play music (saxophone and guitar), watch football games with friends and ride my bike in the city. Sportwise I snowboard during winters and occasionally surf during summer.