Jason Gu
Technical Project Manager at Helport AI
San Diego, California, United States
Summary
🤩
Rockstar🎓
Top SchoolJason Gu is a Technical Project Manager and data scientist with a decade of experience building and shipping data-driven products and robotic simulation tooling from San Diego. He holds a B.S. in Data Science from UCSD and pairs domain knowledge in ML, geospatial analysis, and computer vision with hands-on engineering contributions to the ManiSkill robotics simulator—fixing core simulation bugs, adding observation modes, and improving environment generation for GPU-parallelized benchmarks. At SDG&E he translated EV charging analytics into strategic infrastructure recommendations and built production-ready image segmentation pipelines for fault detection, while earlier roles optimized ETL workflows and QA dashboards to accelerate model retraining. Jason blends product-facing communication—presenting solutions to executive audiences—with technical depth in backend systems and robotics, and has driven measurable engagement gains in student and alumni organizations using data-led strategies. Notably, his open-source robotics work demonstrates an unusual mix of systems-level debugging and applied ML insight that helps bridge research code to deployable simulation environments.
10 years of coding experience
1 year of employment as a software developer
University of California, San DiegoHigh School Diploma, High School Diploma at Arcadia High SchoolUniversity of California Santa CruzBachelor of Science - BS, Data Science, 3.6/4.0, Bachelor of Science - BS, Data Science, 3.6/4.0 at Halıcıoğlu Data Science Institute, UC San Diego
English, Chinese
Github Skills (5)
robotics10
python10
reinforcement-learning10
computer-vision9
opencv8
Programming languages (8)
Github contributions (5)
haosulab/ManiSkill
Aug 2022 - Jan 2023
SAPIEN Manipulation Skill Framework, an open source GPU parallelized robotics simulator and benchmark, led by Hillbot, Inc.
Role in this project:
Back-end Developer & Robotics Engineer
Back-end Developer & Robotics EngineerContributions:6 releases, 55 reviews, 65 commits in 5 months
Contributions summary:Jason primarily contributed to the manipulation skill framework by fixing bugs and improving existing features. They addressed issues related to object picking, bounding box information, and the generation of robot simulation environments. Furthermore, they added new observation modes for the simulation and refactored existing code for enhanced maintainability. The user also implemented and debugged features related to environment interaction.
manipulationroboticssapien3d-computer-visionreinforcement-learning
Jiayuan-Gu/torkit3d
Apr 2021 - Dec 2022
Contributions:17 commits, 5 pushes, 4 branches in 1 year 8 months
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