Kai Ni
Applied AI ML Director at JPMorgan Chase & Co.
- Role
- Applied Ai Ml Director at JPMorganChase
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Kai Ni
15+ year experience of applying AI/ML on solving financial problems with big dataSpecialties:* LLM Agentic Workflow, Orchestrator* Natural Language Processing, LLM, QA, Chatbot* Recommendation System, Meta-Learning, Active Learning* Reinforcement Learning, Time series modeling* Matlab, C++, Perl, KDB, Q, Python* Consume Credit and Fraud Detection modeling* Equity client execution, auto hedging* Corporate Bond E-trading/auto-quote systems* Securitized Products modeling
Experience
Applied Ai Ml Director
May 2019 — Present · New York, NY, US
Leading efforts on building AI/ML solutions for sales and trading, digital platform, operations and risks. Focus on Large Language Model (LLM) GenAI Agentic workflow, RAG Questions and Answering, Virtual Assistants, Personalization for Recommendation System, Reinforcement Learning for Portfolio Management.Award-winning Products:• LLM Suite GenAI Platform - American Banker 2025 Innovation of the Year DeepHedging for Equity Derivatives - Risk Magazine 2022 Equity derivatives house of the
Education
Duke University
MS, PhD, Electrical Engineering
2002 — 2007
Shanghai Jiao Tong University
B.S., Electrical Engineering
1998 — 2002
Skills
- C
- Programming
- Algorithms
- Data Structures
- Xml
- Python
- Latex
- Quantitative Finance
- Java
- Data Mining
- Modeling
- Quantitative Analytics
- Statistics
- Machine Learning
- Monte Carlo Simulation
- Statistical Modeling
- Time Series Analysis
- Neural Networks
- C++
- R
- Sas
- Matlab
- Analysis
- Perl
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