Short Bio

 

• 🎓 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] Single-cell RNA-seq 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.