Research
Data-driven research designed to identify persistent and measurable market patterns.
Proprietary Quantitative Investment · Taipei
Research
System
Discipline
SWQI is a proprietary quantitative investment and systematic trading firm. We develop investment strategies through quantitative research, disciplined execution, and rigorous risk management.
01 / Approach
A systematic approach to investing
Our investment process is built around repeatable research, systematic decision-making, disciplined execution, and continuous risk oversight.
Signal
Systematic signals translate research insights into consistent, testable decisions.
Portfolio
Portfolio construction balances opportunity, diversification, and controlled exposure.
Execution
Disciplined implementation focuses on consistency, efficiency, and process integrity.
Risk
Risk controls are embedded throughout the investment process, not added at the end.
02 / Philosophy
Built on evidence Guided by discipline
Evidence over intuition
We begin with measurable evidence and repeatable research rather than discretionary conviction.
Systems over discretion
A systematic framework brings consistency to research, portfolio construction, execution, and review.
Risk before return
Risk is embedded in the process from the beginning — not evaluated only after a position is taken.
03 / Team
Built by specialists
A focused team spanning quantitative research, risk management, and business development.
Joe
Ciao Hong Jheng
Founding Partner
Quantitative R&D
John
Yi Hsiu Tsai
Managing Partner
Risk Management
Mark
Cheng Yu Tsai
Business Partner
Business Development
04 / Contact
Start a conversation
For information about SWQI, our research approach, or performance materials, please get in touch.
Request the DeckEmailsws@swqi.tw
Phone+886-2-8751-5503
Address
2 F., No. 12, Zhouzi St., Neihu Dist., Taipei City 114064, Taiwan (R.O.C.)