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wilsonchenghy

PROFILE

Wilsonchenghy

Contributed to the WATonomous/humanoid repository by developing advanced robotics simulation frameworks and reinforcement learning platforms for humanoid manipulation tasks. Leveraged Python and Docker to implement joint-space and task-space control, integrate new robotic arms, and enable keyboard teleoperation within interactive simulations. Enhanced inverse kinematics tooling and introduced real-time hand pose retargeting using MediaPipe, supporting dexterous manipulation research with a 16-DOF hand. Modernized asset management pipelines with Git LFS and improved CI/CD reliability through infrastructure updates. Addressed bugs in simulation kinematics and asset configuration, ensuring code stability and maintainability while accelerating iteration cycles and supporting both virtual and physical robotics experiments.

Overall Statistics

Feature vs Bugs

74%Features

Repository Contributions

43Total
Bugs
5
Commits
43
Features
14
Lines of code
70,803
Activity Months3

Your Network

22 people

Shared Repositories

22

Work History

June 2026

26 Commits • 9 Features

Jun 1, 2026

June 2026 performance summary for WATonomous/humanoid: Delivered substantive reinforcement learning platform enhancements across robotics and interactive simulations, advanced arm integration and teleoperation capabilities, and extensive asset/IL pipeline modernization. Incremental CI/infra improvements accelerated iteration, reduced build times, and increased reliability. Also progressed in-hand manipulation research with a 16-DOF hand, enabling more capable dexterity in virtual and physical experiments.

March 2026

14 Commits • 4 Features

Mar 1, 2026

2026-03 Monthly Summary for WATonomous/humanoid: Delivered robust humanoid arm manipulation capabilities and stronger IK tooling, with a new hand pose retargeting test framework. Focused on business value and technical depth across reinforcement learning, inverse kinematics, and task-specific improvements to cabinet interaction.

July 2025

3 Commits • 1 Features

Jul 1, 2025

Concise monthly summary for July 2025 focusing on key accomplishments, risk management, and business impact for WATonomous/humanoid.

Activity

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Quality Metrics

Correctness84.6%
Maintainability81.4%
Architecture83.6%
Performance80.0%
AI Usage38.6%

Skills & Technologies

Programming Languages

BashDockerfileMarkdownPythonShellUSDXMLYAMLbashplaintext

Technical Skills

3D modelingBash scriptingCI/CDCode RefactoringContinuous IntegrationDevOpsDockerGitGit LFSIsaac LabKinematicsMachine LearningMediaPipePythonPython Scripting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

WATonomous/humanoid

Jul 2025 Jun 2026
3 Months active

Languages Used

PythonBashDockerfileMarkdownShellUSDXMLYAML

Technical Skills

Code RefactoringIsaac LabKinematicsPython ScriptingRobotics SimulationVersion Control