Polina B
Quantitative Developer High-Performance Computing, Intraday Trading & Order Execution
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolPolina B is a quantitative developer based in London with 8 years of engineering experience and 3.5+ years building high-performance trading systems at top-tier firms. She specializes in low-latency execution, intraday trading and order gateways, having shipped HFT prototypes that handled 100 trades/sec and a Rust inter-thread messaging library that outperformed open-source alternatives by ~50% on internal benchmarks. At Squarepoint she improved inter-strategy communication and integrated power trading strategies to reduce crashes, and earlier roles delivered distributed ML training frameworks and automated hyperparameter selection that saved teams significant time. Polina combines strong applied mathematics (HSE, 9/10) with pragmatic systems engineering across C++/Rust/Python stacks, and is comfortable taking research ideas into production-quality simulators and execution infrastructure.
8 years of coding experience
Bachelor of Science - BS, Applied Mathematics and Information Science, 9/10, Bachelor of Science - BS, Applied Mathematics and Information Science, 9/10 at Higher School of Economics
English, Russian, French
Github Skills (18)
burn9
high-performance8
ndarray8
neurons8
pytorch7
autodiff7
onnx7
machine-learning7
cross-platform7
deep-learning7
scientific-computing7
concurrency7
rust7
llm6
neural-network5
Programming languages (4)
Github contributions (5)
no-brainer/tda-mt-mirror
Jul 2021 - May 2022
Contributions:193 pushes, 29 branches in 10 months
paguseva/fine-motor-movements
Jan 2020 - Dec 2022
Tools and models for classifying fine motor movements. Done as a team project in university.
Contributions:4 PRs, 12 pushes, 7 branches in 2 years 10 months
pytorchteam-projectpythonmovementsdeep-learning
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