EDGE Quant Technology Bridging Global Capital to Taiwan’s Semiconductor Core.

We are a Taiwan-Singapore based quantitative lab specializing in AI-driven analysis of the Taiwan Stock Market. By decoding institutional "Smart Money" flows and quantifying deep industry research, we provide predictive, actionable intelligence on the world's most critical semiconductor supply chain.

Team Intro

Our Quantitative Journey

2019

Foundation

Built a highly flexible backtesting system and underlying data infrastructure specifically tailored to the micro-structure of the Taiwan stock market.

2020

Inception

EDGE Quant was officially founded, establishing a core vision of seamlessly integrating quantitative and qualitative analysis.

2021

First Launch

Partnered with a Taiwanese asset management firm to launch our first private quantitative fund for Taiwan equities, validating the institutional-grade strength of our strategies.

2022

Empowerment

Deployed customized automated trading systems for listed companies in Taiwan, significantly enhancing corporate asset management efficiency.

2024

Expansion (HK)

Expanded into the Hong Kong market, providing tailored Taiwan equity quantitative solutions for local hedge funds.

2025

Global Structure (SG)

Launched a quantitative hedge fund under the Singapore VCC structure, aligning our operations with global capital standards.

2026

Global Reach (UK)

Assisted London-based hedge funds in establishing market-neutral positions in Taiwan equities, marking a significant milestone in our global footprint.

Capturing Hidden "Asymmetric Advantages"
Through Quantitative Technology

Systematic Solutions
1
Data-First & Elastic Architecture Built to handle the diverse and highly structured data types of the Taiwan stock market (e.g., broker branch data, warrants, monthly revenues, ETF adjustments). We construct an elastic system capable of flexibly processing heterogeneous data. Instead of settling for generic models, we adapt our architecture to the data, ensuring completeness and granularity from the source.
2
Deep Micro-Structure Analysis Utilizing AI to identify complex market network structures and uncover the true intent behind capital flows. Our system deconstructs chaotic trading activities to detect the movements of "institutional whales" and "smart money," accurately capturing abnormal accumulation or distribution signals.
3
AI-Empowered Qualitative Insights Bridging the gap between information formats, we instantly transform semiconductor supply chain logic, international research reports, and local market insights into concrete, predictive quantitative model signals.
4
The Quantamental Edge The culmination of our strategy. By performing multi-dimensional ensemble learning on our exclusive "Qualitative AI signals" and deep "Micro-structure signals," combined with fundamental and technical analysis, we create robust strategies possessing both the soul of expert logic and the rigorous discipline of machines.

For institutional partnerships or quantitative trading inquiries, feel free to contact us.

Email edge_service@edgequant.net
Address Rm. A, 2F., No. 170, Dunhua N. Rd., Songshan Dist., Taipei City 105405, Taiwan (R.O.C.)
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