aurelien-pelissier / ibmq-quantum-programming Goto Github PK

🎓 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.