Research Excellence

We don't pursue short-term "excess returns"—we pursue repeatable, verifiable, and shareable financial scientific structures.

Complexity to Clarity

We use systematic thinking to reconstruct the complexity of the financial world. From nonlinear factors to multi-dimensional models, we employ scientific methods to transform noise into signals, making hidden market logic interpretable, verifiable, and predictable. Clarity is not simplification, but insight into the order behind complexity.

Alpha to Insight

Alpha is not just a strategy, but a rediscovery of market principles. We leverage the convergence of machine learning and behavioral finance, enabling models to pursue not only returns but depth of cognition. Every Alpha optimization is an insight into and validation of market intelligence.

Ethics in AI Finance

The power of AI must be bounded by responsibility. We uphold fairness, transparency, and accountability in algorithmic design, ensuring every model decision can withstand scrutiny. Between efficiency and justice, we choose to give intelligence warmth and technology moral boundaries.

Scientist

With excellent performance, verify the value of the model

Peter Fitzhugh Brown

Peter Fitzhugh Brown

American computer scientist and quantitative investment expert, currently serving as Co-CEO of Renaissance Technologies.

Julia Nicole Macleod

Julia Nicole Macleod

Assistant to Peter Fitzhugh Brown, supporting daily operations and strategic affairs, proficient in quantitative investment processes and efficient in coordination and execution.

William Benton

William Benton

Mr. Brown, Senior North America Assistant, assists in formulating North American market strategies, managing institutional investor relations, and coordinating high-frequency trading policies.

Peter Fitzhugh Brown

Peter Fitzhugh Brown

American computer scientist and quantitative investment expert, currently serving as Co-CEO of Renaissance Technologies.

Julia Nicole Macleod

Julia Nicole Macleod

Assistant to Peter Fitzhugh Brown, supporting daily operations and strategic affairs, proficient in quantitative investment processes and efficient in coordination and execution.

William Benton

William Benton

Mr. Brown, Senior North America Assistant, assists in formulating North American market strategies, managing institutional investor relations, and coordinating high-frequency trading policies.

Dr. Sophia Dubois

Dr. Sophia Dubois

Focuses on multi-asset portfolio optimization and risk management, with extensive experience in derivatives and quantitative trading.

Prof.Liam Tremblay

Prof.Liam Tremblay

Researches investor behavior and market psychology, using big data to improve the accuracy of quantitative strategies.

Dr. Owen Chen

Dr. Owen Chen

Specializes in global macroeconomic, geopolitical, and commodity market analysis, providing strategic support for investment decisions.

Dr. Sophia Dubois

Dr. Sophia Dubois

Focuses on multi-asset portfolio optimization and risk management, with extensive experience in derivatives and quantitative trading.

Prof.Liam Tremblay

Prof.Liam Tremblay

Researches investor behavior and market psychology, using big data to improve the accuracy of quantitative strategies.

Dr. Owen Chen

Dr. Owen Chen

Specializes in global macroeconomic, geopolitical, and commodity market analysis, providing strategic support for investment decisions.

Commercialization Path

Our research-to-market pipeline ensures that scientific breakthroughs translate into practical applications. Clients of our models can support publicly traded companies and institutional investors worldwide.