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Pyligent/README.md

👋 Hi, I’m Tao (Jin) — @Pyligent

I build at the intersection of LLMs, document intelligence, quantitative finance, and algo trading.

🔭 What I’m building

  • Pyligent AI – evidence-gated LLM + optimization for ISDA CSA, collateral, and RegTech
    → Enterprise AI platform: https://pyligentai.com
  • AI + Quantum Optimization for rugged finance-native problems (collateral, xVA, treasury)
    → Product & demo site: https://pyligent.com
  • Agentic GenAI enterprise apps for FinTech / InsureTech, focused on document-heavy workflows
  • Algo Trading: ML-driven algorithmic trading strategies with systematic backtesting
  • LLM finetuning focus: practical recipes and tooling
    → https://github.com/Pyligent/finetune-LLMs

⭐ Featured

👀 Interests

  • LLMs, Document AI / DocVQA, CV
  • Quant finance, Quantum Optimization

🔗 Links

Pinned Loading

  1. RL_Algo_Trading RL_Algo_Trading Public

    Deep Reinforcement Learning in Algorithm Trading

    Jupyter Notebook 1 1

  2. Key-Speech-in-industry Key-Speech-in-industry Public

    Key Speeches

    1

  3. Finance-Assistant-with-MCP-and-Langchain Finance-Assistant-with-MCP-and-Langchain Public

    a conversational finance assistant that provides users with real-time stock quotes, market news, and insights on market movers through natural language interactions.

    Python 16 6

  4. A2A-MCP-Financial-Risk-and-Compliance-Manager A2A-MCP-Financial-Risk-and-Compliance-Manager Public

    Google A2A Protocol integrated with MCP Design Pattern

    Python 3

  5. algotrading-live algotrading-live Public

    Python intraday trading system for SPY/QQQ/IWM with a 5‑min Trend ensemble, ATR stops, and an ML meta‑filter for entry selection. Includes bar‑by‑bar backtests with auto-analysis, per-profile unive…

    Python

  6. finetune-LLMs finetune-LLMs Public

    Fine-Tune Large Languages Models and Evaluation

    Jupyter Notebook 1