# Heartisans

Heartisans is an Asset Manager based in Hong Kong, China.

## Overview

- **Organization type:** Asset Manager
- **Headquarters:** Hong Kong, China
- **Region:** Asia
- **Address:** Hong Kong, China
- **Founded:** 2014
- **Assets under management:** Undisclosed
- **Website:** heartisans.com

## Regulatory record

- **Reports private funds:** No

## About

Founded in 2014 by data scientist and quantitative investor Timothy Li, Heartisans Limited operates from Hong Kong as a dedicated systematic fund. The firm emerged during a period when machine-learning applications were still nascent within Asia's hedge fund community, giving it a rare, multi-year head start on the region's algorithmic learning curve. Li structured Heartisans to operate less as a discretionary platform with quant overlays and more as a pure-play AI-native manager, training models on market microstructure data across multiple regional exchanges. The firm runs liquid equity market-neutral and directional strategies focused primarily on developed and emerging Asian markets, including Japan, Australia, Hong Kong, and mainland China share classes. While the firm has not publicly disclosed its full track record, its concentrated emphasis on applying machine learning at every layer of the research stack sets it apart from quant funds that rely on traditional statistical factor models. Heartisans maintains a lean operational profile typical of early-stage systematic managers, with investment and engineering talent concentrated in its Hong Kong headquarters. No adjacent vehicles, philanthropic structures, or co-investment club affiliations have been publicly reported, reflecting a tightly held, strategy-first organizational design. Structurally, Heartisans represents a small but distinct cohort of Asia-based AI-native hedge funds that compete for talent and capital primarily against larger global quants such as Two Sigma or WorldQuant. Its differentiator lies in a region-specific model-building culture: training models on fragmented Asian market data with local market-access infrastructure.

## Sectors

- AI/ML
- Hedge Funds

## People

- Timothy Li — Chief Investment Officer

## Questions

### Does Heartisans manage a single fund or multiple vehicles?

Heartisans has not publicly disclosed its fund structure beyond operating as a quantitative investment manager based in Hong Kong. Its regulatory filings and corporate registry indicate it is structured as a limited company, which is typical for Asia-based hedge fund management entities.

### How does Heartisans apply machine learning in its investment process?

The firm builds proprietary deep-learning models that train on granular market data, including order book dynamics, across Asian equity exchanges. This signals-first approach uses machine learning at the core research stage, rather than as a risk-management overlay, differentiating its process from managers that layer AI onto traditional factor models.

### What markets and asset classes does Heartisans focus on?

Heartisans concentrates on liquid equity strategies in Asia-Pacific markets, covering developed exchanges such as Japan and Australia alongside emerging and onshore Chinese markets. The firm has not disclosed allocation to fixed income, private assets, or digital assets.

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Last updated: 2026-08-11T02:43:31.692Z

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