About Pareto Improvement Capital

About Pareto Improvement Capital

A quant investment research company built on fund-style research experience, strategy practice and risk management.

Company Profile

Founded by UMich alumni with hands-on fund research experience.

Pareto Improvement Capital Limited is founded by UMich alumni and rooted in quantitative fund research practice. The founder previously managed a high-frequency quantitative fund with RMB 800M AUM and recorded 17% historical annualized return without weekly drawdown.

Pareto Improvement Capital values open collaboration, research review and disciplined documentation.

Book cover of AI-driven quantitative strategy construction
Publication

AI-driven quantitative strategy construction.

The publication reflects Pareto Improvement Capital’s continued practice in AI-assisted quant research, strategy modeling and systematic trading methodology.

AIQuant research workflow
StrategyModeling and validation
PracticeResearch review loop
UMichAlumni founded
8亿Quant fund scale
17%Annualized return
2 booksPublished by Tsinghua University Press
Contact Insights