Experience
Ph.D. Researcher, Criteo AI Lab
Developed innovative algorithms that improved large-scale interactive systems through offline RL, leading to publications accepted at top-tier conferences like NeurIPS, ICML, AISTATS, RecSys, KDD
May 2022 - Present · Paris Area, France
Applied Scientist, Amazon
Fine-tuned an LLM to detect non-compliant code in AWS CodeGuru: enhanced detection of security rule violations by 42% and best practice rule violations by 5%
Jan 2022 - May 2022 · San Francisco Bay Area, USA
Graduate Scholar, DeepMind
Selected as one of three graduate students from France to receive generous funding and mentorship
Sep 2021 - Sep 2022 · Paris Area, France
Research Intern, Criteo AI Lab
Built probabilistic models for recommender systems, showcasing the effectiveness of integrating products ranking with reward feedback in two workshops at RecSys and KDD 2022
Apr 2022 - Sep 2022 · Paris Area, France
Machine Learning Engineer Intern, Amadeus
Improved flight search predictions by 32% by integrating using sequence embeddings
Apr 2020 - Sep 2020 · Nice Area, France
Research Intern, Inria
Designed a method to track 100-year semantic shifts using word embeddings and time series
Oct 2019 - Jun 2020 · Lille Area, France
Machine Learning Engineer Intern, Cofidis
Built a Word2Vec and CNN model to classify short, non-curated bank transactions with 93% accuracy. Used the model to detect errors in the current rule-based transaction classifier
Jul 2019 - Sep 2019 · Lille Area, France