Research

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Work in Progress

Forecasting Bitcoin and Ethereum prices with a Transformer model

Master's thesis, MSc Finance, Khatam University · in progress

The model reads several markets at once — spot, futures and options — rather than the price history alone.

Research Interests

  • Quantitative finance
  • Derivatives & options markets
  • Risk management & hedging
  • Portfolio optimization
  • Machine learning for time series
  • Crypto markets
  • Energy markets