huggingface/lerobot
Apr 2025 – Jun 2025
3 Months active
Languages Used
PythonMarkdown
Technical Skills
Computer VisionDeep LearningMachine LearningNatural Language ProcessingReinforcement LearningRobotics
mshukor
PROFILE
Mshukor
Mustafa Shukor contributed to the huggingface/lerobot repository by developing and integrating advanced policy models for robot control over a three-month period. He implemented PI0+FAST and SmolVLA vision-language-action policies, enabling efficient action tokenization and seamless processing of visual and language inputs to generate robot actions. Using Python and leveraging skills in computer vision, deep learning, and reinforcement learning, Mustafa enhanced environment utilities for improved task inference and evaluation. He also improved project documentation by aligning author attribution and citation formatting. His work demonstrated depth in both model integration and documentation, supporting scalable, lower-latency decision-making in robotics workflows.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
5Total
Bugs
0
Commits
5
Features
3
Lines of code
2,713
Activity Months3
Your Network
96 people
Work History
June 2025
2 Commits • 1 Features
Jun 1, 2025In June 2025, delivered SmolVLA policy integration for the hugggingface lerobot project? Wait, we should not insert typos. We'll craft a clean summary.
2 Commits • 1 Features
Jun 1, 2025In June 2025, delivered SmolVLA policy integration for the hugggingface lerobot project? Wait, we should not insert typos. We'll craft a clean summary.
June 2025
May 2025
2 Commits • 1 Features
May 1, 2025May 2025 highlights for huggingface/lerobot: Implemented Author Attribution and BibTeX Citation Formatting to improve contributor recognition and citation consistency. Updated documentation to align attribution across README and BibTeX, and corrected a duplicate author in BibTeX citations. These changes were implemented via two README.md updates.
May 2025
2 Commits • 1 Features
May 1, 2025May 2025 highlights for huggingface/lerobot: Implemented Author Attribution and BibTeX Citation Formatting to improve contributor recognition and citation consistency. Updated documentation to align attribution across README and BibTeX, and corrected a duplicate author in BibTeX citations. These changes were implemented via two README.md updates.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary: Delivered PI0+FAST Vision-Language-Action Model support and PI0FAST policy integration for huggingface/lerobot. This work enables efficient action tokenization, policy configuration/integration, and enhances evaluation-time environment utilities for task inference and observation handling. The update positions lerobot for scalable, lower-latency decision-making in action-driven tasks, and lays the groundwork for broader deployment of PI0+FAST models.
1 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary: Delivered PI0+FAST Vision-Language-Action Model support and PI0FAST policy integration for huggingface/lerobot. This work enables efficient action tokenization, policy configuration/integration, and enhances evaluation-time environment utilities for task inference and observation handling. The update positions lerobot for scalable, lower-latency decision-making in action-driven tasks, and lays the groundwork for broader deployment of PI0+FAST models.
April 2025
Activity
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Quality Metrics
Correctness98.0%
Maintainability92.0%
Architecture98.0%
Performance92.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
Computer VisionDeep LearningDocumentationMachine LearningNatural Language ProcessingPythonReinforcement LearningRobotics
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