SPEQTRA
Decode global markets and open new frontiers in systematic investing.
We develop institutional-grade quantitative strategies for digital assets, bringing systematic investment approaches to sophisticated investors worldwide.

Team

Tokuyou Li - CEO of SPEQTRA Investment Research, former Goldman Sachs and Credit Suisse expert

Tokuyou Li

CEO

As Chief Executive Officer of SPEQTRA, Tokuyou leverages his extensive experience in traditional finance to deliver comprehensive excellence across investment strategies, business initiatives and risk management. Since 2022, he has been collaborating with Shota on developing the systematic investment business for digital assets, blending traditional finance knowledge with advanced investment methodologies. Prior to founding SPEQTRA, he spent over 7 years at Goldman Sachs and Credit Suisse, where he led institutional investor solutions across credit, equity, and fund derivatives, focusing on client-centric business initiatives and sophisticated risk management frameworks.

Bachelor of Engineering, Mathematical Engineering, University of Tokyo
Shota Nakasuji - CIO of SPEQTRA Investment Research, former University of Tokyo and IBM Research expert

Shota Nakasuji

CIO

As Chief Investment Officer of SPEQTRA, Shota oversees the design and deployment of systematic investment strategies and leads the firm's quantitative research organization. Since 2022, he has been collaborating with Tokuyou to build SPEQTRA's systematic digital assets investment strategies. Previously, he spent over 4 years at Matsuo Institute, Inc., the commercial arm of University of Tokyo's leading AI research lab, where he guided a quantitative hedge fund project and delivered AI solutions for asset managers. Through fellowship programs at global technology companies including IBM Research and Amazon, he honed his expertise in statistical modeling and large-scale data analysis.

Bachelor of Engineering, Applied Physics, University of Tokyo
Master of Engineering, Graduate School of Engineering, University of Tokyo

Mission

Decode global markets and open new frontiers in systematic investing.

Core Value — Antifragility

Turning market shifts, technological disruptions, and organizational shocks into compounding advantages.

The Four Enabling Pillars

Effective Transparency

We build transparency from the inside out, ensuring open dialogue shapes real decisions and forges enduring trust.

Excellence Obsession

We cultivate obsession with excellence in individual pursuits, our collective culture, and the outcomes we deliver.

Exploratory Essentialism

We embrace proven fundamentals and continuously refine our principles as the reality ventures into uncharted ground.

Embedded Convexity

We embed convexity into our structures and mindsets, allowing us to amplify upside and fuel growth through volatilities.

Business Overview

Founded in 2025 following three years of intensive research and development, SPEQTRA Investment Research applies institutional-grade systematic trading methodologies to digital assets markets, combining rigorous quantitative analysis with adaptive risk management frameworks.

Adaptive Systematic Strategies

Our proprietary systematic trading framework employs multiple complementary approaches specifically calibrated for digital assets markets. We employ multi-timeframe signal generation, advanced portfolio construction techniques, and dynamic position sizing to capture market inefficiencies while adapting to the evolving nature of digital assets ecosystems.

Institutional Risk Framework

We employ a multi-layered risk management approach featuring real-time portfolio monitoring, comprehensive risk analytics, and dynamic hedging strategies. Our systematic approach to risk budgeting and allocation seeks to deliver consistent performance across varying market conditions while striving to protect capital during periods of extreme volatility.

Quantitative Research Excellence

Our research infrastructure processes vast amounts of market data, on-chain analytics, and alternative datasets to identify persistent alpha sources. We continuously refine our models through backtesting, walk-forward analysis, and out-of-sample validation, striving to maintain robust and adaptive strategies across evolving market conditions.

Professional Engagement

We engage with sophisticated market participants and investors to discuss systematic approaches to digital assets. Our research and methodologies may be of interest to those exploring quantitative frameworks and systematic strategies in this evolving market.

Schedule a Discussion

Contact

Connect With Us

We welcome inquiries from investors and market participants interested in systematic approaches to digital assets. We also encourage talented individuals interested in careers in quantitative research and investment management—whether professionals or students—to reach out regarding potential opportunities.

Investor Relations & Career Inquiries

Investment strategy discussions
Due diligence materials and meetings
Career opportunities
Research collaboration inquiries

SPEQTRA INVESTMENT RESEARCH PTE. LTD.

8 Temasek Boulevard, #34-03, Suntec Tower Three
Singapore 038988