Market Context
Neutral
Regime: Expanding
Liquidity: Moderate
QUANTITATIVE RESEARCH & TRADING INFRASTRUCTURE
Building modular quantitative research and trading infrastructure across equities, macro, portfolio construction, risk, execution and AI-enabled research workflows.
— George Soros
Snapshot
Industry Watch
5
Avg. Median 5D 4.4%
As of 2026-09-21
Opportunity Engine
12
Active Setups
3 High Conviction
Risk Monitor
0.8%
Est. Daily VaR
Within Limit
Portfolio Net Value
Research StrategyCSI 300
Industry Watch (A-Shares)
| Industry | Structure | Median 5D | Representative |
|---|---|---|---|
| 金属制品 | 3 | 3.1% | 新莱应材 |
| 其他生物制品 | 4 | 6.4% | 近岸蛋白 |
| 住宅开发 | 4 | 4.7% | 绿地控股 |
| 医疗设备 | 4 | 4.8% | 华大智造 |
| 医疗耗材 | 3 | 2.9% | 奥精医疗 |
As of 2026-09-21
Infrastructure
Core Systems
Methodology
Selected Research
Equity Signals & Trade Setups
A research framework combining factor signals, stock character, market context and entry / exit logic to identify actionable trade setups.
LLM-Assisted Market Intelligence
A structured workflow turning macro, industry, news and company information into organized market context, hotspot detection and research output.
Reinforcement Learning for Trading Decisions
A policy-learning framework for sequential trading decisions under changing market conditions, balancing return, risk and adaptability.