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yao-le-54

PROFILE

Yao-le-54

Developed core autonomous drone flight simulation features for the OpenHUTB/nn repository, focusing on safety controls, RGB camera integration, and robust data collection workflows. Leveraged Python and AirSim to implement end-to-end UAV flight lifecycles, including takeoff, cruise, landing, manual takeover, collision recovery, and return-to-launch with speed control. Enhanced the simulation with multi-mode camera capture, keyboard controls, and a dedicated data labeling module for collision prediction model training. Improved project maintainability through codebase refactoring, standardized naming conventions, and updated documentation, aligning the workflow for scalable testing and model iteration while supporting machine learning-driven collision avoidance research and development.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

8Total
Bugs
0
Commits
8
Features
3
Lines of code
3,895
Activity Months2

Work History

May 2026

1 Commits • 1 Features

May 1, 2026

May 2026 monthly summary focusing on delivering a data-collection and labeling capability for UAV autonomy, codebase improvements, and workflow enhancements to accelerate model training for collision avoidance.

April 2026

7 Commits • 2 Features

Apr 1, 2026

OpenHUTB/nn – April 2026: Delivered core autonomous drone flight simulation with safety controls and RGB camera integration, enhancing realism, safety, and data capture for autonomous flight testing. Implemented end-to-end flight lifecycle (takeoff, cruise, landing) with manual takeover, collision recovery, return-to-launch, and speed control. Added multi-mode RGB camera capture with keyboard controls and improved camera data workflow. Performed extensive codebase cleanup and refactoring (snake_case), updated documentation, and prepared groundwork for CI/CD readiness.

Activity

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Quality Metrics

Correctness87.6%
Maintainability82.4%
Architecture82.4%
Performance82.4%
AI Usage35.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

AirSimAirSim integrationPythonPython programmingcollision detectiondata collectiondrone programmingdrone simulationimage processingkeyboard controlmachine learningmanual controlsimulationsoftware development

Repositories Contributed To

1 repo

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

OpenHUTB/nn

Apr 2026 May 2026
2 Months active

Languages Used

Python

Technical Skills

AirSimAirSim integrationPythonPython programmingcollision detectiondrone programming