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Michael Pang

Michael Pang

Quantitative Researcher at Aquatic Capital Management LLC

Chicago, IL , United States

About

Michael Pang is a Quantitative Researcher at Aquatic Capital Management, based in Chicago, IL. In his current role, he focuses on the development and implementation of quantitative trading strategies, leveraging advanced data analysis and statistical modeling to optimize investment decisions within the hedge fund's portfolio. While the firm manages multi-asset class strategies, Pang's expertise centers on systematic approaches to liquid markets, including equities and derivatives, employing cutting-edge techniques in machine learning and predictive modeling.

Prior to joining Aquatic in early 2020, Pang gained experience as a Software Engineering Intern and AI Research Intern at Wish, where he built robust data-driven solutions and worked on artificial intelligence applications tailored to e-commerce and recommendation algorithms. These roles honed his programming and analytical skills, providing a strong foundation for transitioning to quantitative finance.

Pang holds a degree from the University of Waterloo, a university renowned for its STEM programs, which equipped him with deep proficiency in computer science, statistics, and applied mathematics. His contributions to Aquatic Capital Management include advances in research infrastructure and modeling efficiency, supporting the firm's success in competitive markets and systematic investing.

Career History

OrganizationRoleDate RangeDetails
Aquatic Capital ManagementQuantitative ResearcherJan 2020 to Present
ML alpha research
WishSoftware Engineering InternJan 2019 to Apr 2019
Team: Data & Relevancy Proposed and tested iterations of related product candidate generation resulting in a 2% increase in attributed sales and gross profit. Refactored the core codebase (on personal...
WishAI Research InternSep 2018 to Dec 2018
Designed, implemented, and tested novel deep learning recommender systems; read dozens of research papers. Ran A/B tests and increased revenue from home-page recommendations by 0.5%. Wrote SQL/Apache ...
University of WaterlooUndergraduate Research AssistantMay 2018 to Aug 2018
Applied ensemble and other machine learning techniques to improve accuracy of state-of-the-art species classification methods based on k-mer frequency. Achieved 95% classification accuracy with semi-s...
University of WaterlooTeaching AssistantSep 2016 to Aug 2018
Took on two jobs per term. Tutored students in Calculus and Algebra and helped them understand concepts. Also marked assignments and provided consistent and rigorous feedback to students and professor...
University of WaterlooUndergraduate Research AssistantMay 2017 to Aug 2017
Carried out research in quantum information theory. Investigated properties of polytopes with a given symmetry group and generalized results to other Hilbert spaces. Supervised by Dr. Jon Yard.
University of WaterlooUndergraduate Research AssistantMay 2016 to Aug 2016
Investigated degenerate elliptic sequences and nets. Supervised by Dr. Soroosh Yazdani.

Education

University of Waterloo

2015 2020

Skills & Expertise

Research
Problem Solving
Programming
Machine Learning
Mathematics
Statistics
Data Analysis
C++
JavaScript
Node.js
Python (Programming Language)
R
Teaching
Go (Programming Language)
NumPy
Data Science

Others at Aquatic Capital Management LLC (25)

NameRoleLocation
D
Duc Nguyen
Quantitative ResearcherNew York, NY , United States
Forrest Pratson
Forrest Pratson
Quantitative ResearcherChapel Hill, NC , United States
Jaroslaw Nowak
Jaroslaw Nowak
Quantitative ResearcherChicago, IL , United States
M
Matteo Nicoli
Quantitative ResearcherNew York, NY , United States
Matthew Bruck
Matthew Bruck
Quantitative ResearcherNew York, NY , United States
Michael Colomb
Michael Colomb
Quantitative ResearcherChicago, IL , United States
Pedro Hespanhol
Pedro Hespanhol
Quantitative ResearcherBerkeley, CA , United States
Thomas Swayze
Thomas Swayze
Quantitative ResearcherChicago, IL , United States
Vasily Artyukhov
Vasily Artyukhov
Quantitative ResearcherUnited States
A
Adam Miller
Quantitative ResearcherUnited States
Showing 1-10 of 25 team members

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