Questions · Methods · Learning

Research & writing.

Research has given me a way to connect mathematics, computing, and questions about people and the world.

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RESEARCH WRITING

Deep reinforcement learning and Transformers in high-frequency trading

A literature review examining the application of deep reinforcement learning and Transformer-based methods to high-frequency trading. The work connects my interests in machine learning, mathematical modeling and financial data.

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DATA ANALYSIS

Working with aviation data

An exploration of flight-data samples, metadata, measurement units and sampling rates, with an emphasis on organizing complex technical information accurately.