-
👨🎓 Master of Business Analytics @ MIT 23'
Diplome d'ingenieur (Msc + Bsc) @ Ecole Polytechnique Paris -
💻 Research Assistant @ MIT Operation Research Center
Capstone Project @ BMW Group - Spring/Summer 2023
Research Assistant Intern @ Oracle - Zurich - Spring/Summer 2022 -
🌱 I’m currently learning more about machine learning under an optimization lens
-
🔭 For my research I'm interested in a wide range of ML topics, including NLP, Graph Neural Networks, Mixture of Experts & Data Privacy
💬 Contact
- ✉️ You can have a look at my LinkedIn profile and reach out to me: paulth@mit.edu
🌱 Repositories
You can find below a list of some of my relevant repositories.
| Topic | Paper | Comment | Repo |
|---|---|---|---|
| Computer vision, Multi-Head Attention | Project Report | Attention-based Fusion for Video Super-Resolution | 6.8300-Computer-Vision |
| Reinforcement Learning, Robustness, Ensemble learning | Project Report | Robust Guided Forest Search for Unit Commitment | 6.8200-Unit-Commitment |
| NLP, Mixture of Experts, transformers | No paper associated | Research assistantship work: Benchmarking Mixture of Experts with soft-tree routing on BERT models, achieving state-of-the-art results on 5 GLUE tasks | MoEBERT-fork |
| NLP, Text classification | INF582 NLP Challenge: Summary Source Prediction | Detecting computer-generated summaries | INF582-NLP-Challenge-Summary-Source-Prediction |
| Non linear Optimization, Julia | Project Report, Poster | Optimal trade execution in automated market makers (cryptocurrency data) | 15.093-OptimizationAMMs |
| Graph Neural Networks, NLP | Project Report | H-index prediction using co-authorship and abstracts of the 5 most cited publications as a proxy | INF554-H-index-Prediction |
| Reinforcement Learning, Finance | Project Report | RL trading agent on the FX market | INF581-RL-Trading-agent |
| Reinforcement Learning, Genetic algorithms | No paper associsated, Personal project | Self Driving Car using RL (Q-Learning) and Genetic Algorithms, development of custom driving environment | RL-Self-Driving-Car |
| Data Visualization | No paper associated | Visualizing some demographic indicators of France's regions | INF552-Departements-Data-Visualization |
| Computer Graphics, OpenGL | Project Report (French) | 3D scene rendering using OpenGL | INF443-3D-Computer-Graphics |