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About
Jaroslaw Nowak is a Quantitative Researcher at Aquatic Capital Management in Chicago, IL, where he has served since August 2021. In this capacity, he focuses on advanced quantitative research, applying statistical and computational methods to develop and refine systematic investment strategies for the firm's portfolio. His responsibilities include leveraging large-scale data analysis, mathematical modeling, and machine learning to drive research insights in asset management.
Nowak specializes in the development and enhancement of strategies across liquid asset classes, with particular emphasis on equities and derivatives within global markets. His work at Aquatic Capital Management and previously at OxFORD Asset Management LLP centers on quantitative and systematic trading, with a strong emphasis on factor modeling, alpha generation, and risk management in highly liquid, data-driven environments.
He holds a PhD in Antibody Modelling and Design from the Department of Statistics at the University of Oxford, as well as an MPhys in Physics from the same institution. His research expertise bridges statistical innovation and practical investment applications, contributing to advances in quantitative finance through interdisciplinary methods drawing on his academic background in physics and computational statistics.
Career History
| Organization | Role | Date Range | Details |
|---|---|---|---|
| Aquatic Capital Management | Quantitative Researcher | Aug 2021 to Present | — |
| Department of Statistics, University of Oxford | PhD Researcher | Sep 2013 to Mar 2018 | - Built machine learning tools for analysis of a large, noisy and unstructured dataset of ~15,000,000 human antibody chain sequences
- Assessed the potential structural diversity of the sequence data ... |
| OxFORD Asset Management LLP | Quantitative Researcher | Nov 2017 to Aug 2020 | - Developed strategies used in live trading, all based on machine learning & statistical models
- Created an NLP tool for assessing similarities between companies’ business models
- Built time-series ... |
| Secont.io | Machine learning consultant | Nov 2018 to Jan 2019 | - Built an NLP system for identifying harmful web content for Polish high schools
- Product created for Polish ministry of education
- The system could discriminate websites in English and Polish lang... |
Education
University of Oxford
PhD, Antibody Modelling and Design, Department of Statistics
2013 — 2017
University of Oxford
MPhys, Physics
2009 — 2013
Skills & Expertise
Others at Aquatic Capital Management LLC (25)
| Name | Role | Location |
|---|---|---|
D Duc Nguyen | Quantitative Researcher | New York, NY , United States |
| Quantitative Researcher | Chapel Hill, NC , United States | |
M Matteo Nicoli | Quantitative Researcher | New York, NY , United States |
| Quantitative Researcher | New York, NY , United States | |
| Quantitative Researcher | Chicago, IL , United States | |
| Quantitative Researcher | Chicago, IL , United States | |
| Quantitative Researcher | Berkeley, CA , United States | |
| Quantitative Researcher | Chicago, IL , United States | |
| Quantitative Researcher | United States | |
A Adam Miller | Quantitative Researcher | United States |
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