I build at the intersection of LLMs, document intelligence, quantitative finance, and algo trading.
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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
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Algo Trading: ML-driven algorithmic trading strategies with systematic backtesting
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LLM finetuning focus: practical recipes and tooling
→ https://github.com/Pyligent/finetune-LLMs
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Key Speech in Industry – talks and decks on GenAI + finance + governance
→ https://github.com/Pyligent/Key-Speech-in-industry -
Agent Design Blogs https://www.pyligentai.com/#blogs
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White Paper Governed Agentic Harnesses: A Control Architecture for Agentic AI in Regulated Finance
- A Certified Higher-Order Quantum Framework for CSA and Margin-Aware Collateral Optimization : arXiv:2606.04235
- Hybrid LLM and Higher-Order Quantum Approximate Optimization for CSA Collateral Management: arXiv:2510.26217
- Governed Agentic Harnesses for Responsible AI , Poster presenter, Agentic AI Summit, UC Berkeley, Aug 1-2, 2026
- Governed Agentic Harnesses for Responsible AI in Collateral Management, Accepted for short research paper presentation, 3rd AI in Finance Conference, Montreal, Canada, October 13–15, 2026.
- Adapter-First SIMM-Aware Collateral Optimization via Higher-Order QAOA and CP-SAT Certification, Accepted, International Conference on Quantum Computing Infrastructure & Technologies (QUAN-COM 2026), Trento, Italy, September 1–4, 2026., also as a member of Technical Committee
- LLMs, Document AI / DocVQA, CV
- Quant finance, Quantum Optimization
- 🌱 Model zoo: https://huggingface.co/jinhybr
- 💼 LinkedIn: https://www.linkedin.com/in/taojin19/