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sowelswl/README.md

Weili Song

Quantitative Researcher & Fund Manager

PhD Candidate @ Hunan University
Focus: Financial Engineering, Risk Management, Asset Allocation

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🇨🇳 关于我

背景：湖南大学管理科学博士在读。拥有3年私募从业经验，现独立管理自营基金，致力于将学术研究转化为市场超额收益。

核心竞争力：专注于量化选股与大类资产配置。
> 已构建并跑通 A 股中证 500 指增全流程，实盘近两年实现稳定 Alpha 收益。

愿景：视资产管理为终身事业。始于自营，惠及家族，终于方法论输出。

🇺🇸 About Me

Background: PhD Candidate at HNU. ~3 years in PE. Independently managing proprietary funds. Bridging the gap between academia and industry.

Core Competence: Quant Trading & Asset Allocation.
> Developed a CSI 500 index enhancement system with consistent Alpha generation (~2 yrs live trading).

Vision: Asset management as a lifelong pursuit. Wealth compounding $\rightarrow$ Methodology sharing.


♟️ Quant Arsenal & Architecture

Math & Modeling
Optimization / AI 		Gurobi PyTorch
Data Infra
Time-Series / DB 		DolphinDB ClickHouse PostgreSQL
Trading System
Backtest / Execution 		Self-Developed Engine QMT

🗺 Roadmap

Horizon Focus Area Detail
1-2 Years Deep A-shares Enhancement Optimize multi-factor models; Develop timing strategies beyond low-freq selection.
3-5 Years Multi-asset Allocation Expand to Commodities, Convertible Bonds, Global Equities, and Digital Assets.

GitHub Metrics

Last Updated: 2026 | Designed for Academic & Industrial Excellence

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  1. alphagen alphagen Public

    Forked from RL-MLDM/alphagen

    Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.

    Python 1