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Short Bio

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  • 🎓 Education:

    • I recently obtained my PhD from ETH Zurich, in a joint program with IBM Research Zurich, in the Computational Systems Biology team.
    • I received my master degree from the École Normale Supérieure (ENS) Paris-Saclay in fundamental physics.
    • I have practical and fundamental expertise in:
      • Stochastic processes, Bayesian statistics, Interpretable ML, Geometric deep learning
      • Reinforcement Learning (Bandit, MCTS, Deep)
      • Time series analysis, Computer vision, NLP, Auto-encoders, Contrastive learning
      • Quantum Computing / Quantum Machine Learning
      • Blockchain / Web3 / Smart contracts

  • 🔭 My current research interests in Healthcare cover:

    • [repo] Drug discovery
    • [repo] Gene regulatory networks
    • [repo] Antigen-Antibody binding
    • [repo] Immune repertoire analysis
    • [repo] Non-Markovian stochastic systems
    • [repo] Multi-scale hybrid models of the immune system
    • Quantum Machine Learning for Healthcare applications

  • ⚡In my spare time:

    • I am a Blockchain/Web3 developer and the Co-founder and CTO of Peer2Panel, a blockchain startup with focus on solar energy.
    • I develop AI frameworks for optimal poker strategies and cryptocurrency trading (RL, social media impact, orderbook data and statistical arbitrage)
    • I am a writer on Medium, where I cover diverse topics, such as AI, Blockchain, Physics, Economy and Philosophy.

Aurélien PELISSIER's Projects

alphafuse icon alphafuse

Bandit based Reinforcement Learning applied on Feature selection, a Monte Carlo search tree algorithm is trained to find the best feature subset.

datathon_ icon datathon_

Collaboration with Microsoft, AWS, Google, and ETHZürich Analytics Club (2022 Datathon Project)

high-harmonic-generation icon high-harmonic-generation

Numerical simulation of the High Harmonic Generation process accounting for Quantum mechanic, Supersonic flow physics, Plasma physics and Nonlinear optics.

ibmq-quantum-programming icon ibmq-quantum-programming

Implementation of some famous quantum algorithms with the IBM QISKit development kit - Bell's state - Shor's Algorithm

medium icon medium

All the code related to my medium articles

raman-upl-spectra-analysis icon raman-upl-spectra-analysis

Analysis of Raman and Micro-Photoluminescence measurement, the data are fitted with Lorentzien and Gaussian curves to extract useful informations.

swot icon swot

Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

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