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Amal RoyAR
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Amal Roy

@amalroy

I build low-latency C++ trading systems and production ML pipelines.

India
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At Minix Fintech, I build real-time C++ feature engines and Hawkes-process inference for live trading, with nanosecond-scale per-update latency. I’ve taken index-futures market-making strategies from Python backtests into low-latency C++ production.

I hold a PhD in Computer Science from IISc, where I developed game-theoretic and optimal-control frameworks for large interacting populations. My work spans machine learning, time-series modeling, market microstructure, stochastic control, and multi-agent systems.

Experience

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Education

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Indian Institute of Science logoIS

Indian Institute of Science

Ph.D. & M.Tech (Research), Computer Science

2017 - 2024

Ph.D. and M.Tech (Research) in Computer Science. Thesis on mean field based investigations for inducing socially optimal behavior, developing game-theoretic and optimal-control frameworks for large populations of interacting agents.

Indian Institute of Science logoIS

Indian Institute of Science

B.S. (Research), Mathematics & Physics

2012 - 2017

B.S. (Research) in Mathematics and Physics. Thesis on dynamics of spherical and non-spherical particles in turbulence, involving large-scale numerical simulations on HPC clusters.

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