Clément Romac
Research Scientist at Hugging Face
Bordeaux, Nouvelle-Aquitaine, France
Summary
🤩
Rockstar🎓
Top SchoolClément Romac is a research engineer and PhD candidate with 11 years of experience at the intersection of reinforcement learning, curriculum design, and language models, currently working at Inria after a research scientist role at Hugging Face. His work explores curiosity-driven RL and automatic curriculum learning to ground large language models through online interactions, with applied projects ranging from procedurally generated environments to educational technologies. He has a strong engineering background shipping ML systems in industry and academia, including automated ML services and benchmark platforms accepted at ICML. A committed educator and community builder, he teaches transformers and RL at ENSC Bordeaux and co-runs Bordeaux’s ML meetup. Outside research he’s a bass player and sports enthusiast, bringing creativity and persistence to open-ended learning problems.
11 years of coding experience
6 years of employment as a software developer
High School Degree, With highest honours (Mention Très Bien), High School Degree, With highest honours (Mention Très Bien) at High School Les IRIS LormontDegree in Computer Science engineering, Computer Science, Degree in Computer Science engineering, Computer Science at IngésupMaster's degree, Computer Science, Master's degree, Computer Science at Université de Bordeaux
French, English
Github Skills (44)
pytorch10
tac10
python10
machine-learning10
deep-learning10
tensorflow10
speech10
bert10
natural-language-processing10
transformer10
speech-recognition10
nlp10
evaluation9
transformers9
seq2seq9
Programming languages (4)
Github contributions (5)
flowersteam/Grounding_LLMs_with_online_RL
Feb 2023 - Mar 2023
We perform functional grounding of LLMs' knowledge in BabyAI-Text
Contributions:15 commits, 15 PRs, 16 pushes in 1 month
groundinginteractive-agentslanguage-modelreinforcement-learning
ClementRomac/DeepQLearning-TicTacToe
Feb 2017 - Jan 2019
Contributions:26 commits, 15 pushes, 1 branch in 1 year 10 months
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