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paultheron-X/README.md

Hi, I'm Paul

  • 👨‍🎓 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

🌱 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

Popular repositories Loading

  1. H-index-prediction H-index-prediction Public

    Python 2

  2. INF581-Trading-agent INF581-Trading-agent Public

    Python 2

  3. INF582-NLP_challenge INF582-NLP_challenge Public

    Construction of a model to determine whether summaries of some news article were written by humans or machine generated.

    Python 1

  4. INF552-Project-Data-Visualisation INF552-Project-Data-Visualisation Public

    JavaScript 1

  5. INF472-Website-xvote INF472-Website-xvote Public

    JavaScript 1

  6. Template-ML-Projects Template-ML-Projects Public template

    Python 1 1