(Ryan) Zheyuan Lai

Undergraduate Student, National University of Singapore.

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I am an undergraduate student at the National University of Singapore (NUS), pursuing majors in Statistics and Mathematics with a minor in Computer Science. My academic interests lie broadly in the theory and applications of statistical inference, optimization methodologies, and machine learning.

Currently, I am fortunate to be supervised by Prof. Michael Choi, working on subset selection problems in multivariate Markov chains.

Research Interests

  • Markov chains and stochastic processes
  • Machine learning theory and optimization
  • Large Language Models (LLMs) and autonomous agents