ML-Based and Pairs Trading

Apr 25, 2023 ยท 1 min read

Implemented machine learning strategies, including decision-tree-based pairs trading and LSTM models, to optimize stock and portfolio trading.

Features

  • Led a team of five graduate students, optimizing risk metrics such as VaR and ES using Python and R.
  • Coded pipelines for MVP optimization and produced comprehensive analysis reports and presentations.