Zhongheng Li
Lead Machine Learning Engineer @ STR | (U.S. Citizen) | Machine Learning, Deep Reinforcement Learning, Agentic Workflow, MLOps
- Role
- Lead Machine Learning Engineer at STR
- Location
- Boston, MA, US
- LinkedIn followers
- 500 followers
About Zhongheng Li
Software Engineer with full-stack Mobile and Web application development experiences to build enterprise and startup applications from scratch to launch. Currently pursuing the expertise to combine data science, machine learning, AI with Augmented Reality.
Experience
Lead Machine Learning Engineer
Oct 2025 — Present · Woburn, MA, US
Spearheaded applied Deep Reinforcement Learning (RL) research in multiple crossfunctional Competitive & Collaborative Autonomy and Command and Control (C2) programs funded by DARPA, NAVAIR, and AFRL. Recent success included winning DARPA’s AIR Phase 2 program.Driving engineering and algorithmic efforts for a Large-Language Model (LLM) project to create and deploy a scalable agentic Information Extraction (IE) system using VeRL, LangGraph, pgvector retrieval and open-source LLMs (e.g, Llama 3) for multi-modal news feed IE
Education
Harvard Extension School
Robotics, Autonomous Driving and High Fidelity Simulations
Stony Brook University
Bachelor’s Degree, Dual Degrees in Information Systems Engineering + Applied Mathematics and Statistics
2007 — 2012
Harvard Extension School
Deep Learning
NYU Tandon School of Engineering
Master’s Degree, Computer Science
2016 — 2018
Harvard Extension School
Probabilistic Learning
Skills
- Java Enterprise Edition
- C#
- Bank Reconciliation
- Social Media
- Databases
- Spring Webflow
- Mobile Applications
- Project Management
- Html
- Shell Scripting
- Wordpress
- Programming
- Application Support Management
- Visual Basic
- Oracle Sql
- Technical Analysis
- Unix Shell Scripting
- Graphic Design
- Entrepreneurship
- Salesforce.com
- Web Design
- Unix
- Dreamweaver
- Web Development
- Technical Support
- Business Analysis
- Asp.net Mvc
- Team Leadership
- Creative Problem Solving
- Visual Studio
- Connecting People
- Spring
- Software Development
- Scrum
- Java
- Social Media Marketing
- Data Analysis
- Photography
- Photoshop
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