hello-robot/stretch_ai
Nov 2024 – Oct 2025
7 Months active
Languages Used
C++MarkdownPythonURDFYAMLShellDockerfile
Technical Skills
3D Mapping3D ReconstructionAI/MLComputer VisionConfiguration ManagementData Visualization
hello-peiqi
PROFILE
Hello-peiqi
Peiqi worked on the hello-robot/stretch_ai repository, delivering core robotics and AI features over seven months. She developed and refactored modules for dynamic robot performance, robust grasping, and embodied AI, focusing on maintainability and real-world usability. Her work included Dockerized data collection workflows, CPU-based inference support, and enhanced localization and navigation using Python, ROS2, and Docker. By tightening dependency management and improving installation scripts, she reduced integration friction and improved reproducibility. Peiqi’s contributions addressed stability, logging, and debugging, while updating documentation and removing deprecated components, resulting in a more reliable, scalable, and user-friendly robotics software platform.
Overall Statistics
Feature vs Bugs
89%Features
Repository Contributions
12Total
Bugs
1
Commits
12
Features
8
Lines of code
25,697
Activity Months7
Your Network
6 peopleSame Organization
@hello-robot.com2
Shared Repositories
4
Work History
October 2025
1 Commits • 1 Features
Oct 1, 2025For 2025-10, key delivery centered on Stretch AI Core Refactor and Stability Enhancements in hello-robot/stretch_ai. Completed a comprehensive refactor across the stretch_ai repository to stabilize installation and debugging workflows and to improve integration of multiple AI models and functionalities. Updated documentation and dependencies, removed unused/deprecated modules, and continued hardware experiments to validate performance under real workloads. Implemented targeted bug fixes contributing to overall stability and enabling expansion of the feature set. The changes are captured in commit 2e94613144b878b197eec015cb73a80aef02c5e7 (Hello peiqi/lfd (#285)).
1 Commits • 1 Features
Oct 1, 2025For 2025-10, key delivery centered on Stretch AI Core Refactor and Stability Enhancements in hello-robot/stretch_ai. Completed a comprehensive refactor across the stretch_ai repository to stabilize installation and debugging workflows and to improve integration of multiple AI models and functionalities. Updated documentation and dependencies, removed unused/deprecated modules, and continued hardware experiments to validate performance under real workloads. Implemented targeted bug fixes contributing to overall stability and enabling expansion of the feature set. The changes are captured in commit 2e94613144b878b197eec015cb73a80aef02c5e7 (Hello peiqi/lfd (#285)).
October 2025
September 2025
1 Commits • 1 Features
Sep 1, 2025Concise monthly summary for 2025-09 focusing on business value and technical achievements. This month, the team delivered CPU-based enhancements and embodied AI capabilities in the hello-robot/stretch_ai repository, enabling more scalable and reliable edge deployments while improving user interactions and scene understanding.
September 2025
1 Commits • 1 Features
Sep 1, 2025Concise monthly summary for 2025-09 focusing on business value and technical achievements. This month, the team delivered CPU-based enhancements and embodied AI capabilities in the hello-robot/stretch_ai repository, enabling more scalable and reliable edge deployments while improving user interactions and scene understanding.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025 performance summary focused on delivering a containerized data collection workflow for Dex Teleop in the hello-robot/stretch_ai project. Key delivery: a Dockerized Data Collection Environment with a Dockerfile, build scripts, and updated documentation to guide building and running the image. Implemented minor hyperparameter tweaks and webcam handling adjustments to improve reliability and usability. No major bugs were reported this month; the work prioritized stability, reproducibility, and deployment simplicity.
1 Commits • 1 Features
Apr 1, 2025April 2025 performance summary focused on delivering a containerized data collection workflow for Dex Teleop in the hello-robot/stretch_ai project. Key delivery: a Dockerized Data Collection Environment with a Dockerfile, build scripts, and updated documentation to guide building and running the image. Implemented minor hyperparameter tweaks and webcam handling adjustments to improve reliability and usability. No major bugs were reported this month; the work prioritized stability, reproducibility, and deployment simplicity.
April 2025
February 2025
1 Commits
Feb 1, 2025February 2025 monthly summary for hello-robot/stretch_ai. Delivered stability and logging improvements in Stretch AI, addressing dynamem stability, installation script fixes, and dependency version updates across libraries (scikit-image, rerun-sdk). Refactored robot agent and visualization components to improve functionality and logging, enhancing observability and maintainability. Resulted in more reliable runtime, streamlined deployments, and clearer diagnostics.
February 2025
1 Commits
Feb 1, 2025February 2025 monthly summary for hello-robot/stretch_ai. Delivered stability and logging improvements in Stretch AI, addressing dynamem stability, installation script fixes, and dependency version updates across libraries (scikit-image, rerun-sdk). Refactored robot agent and visualization components to improve functionality and logging, enhancing observability and maintainability. Resulted in more reliable runtime, streamlined deployments, and clearer diagnostics.
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025: Focused on stability and compatibility by tightening dependency constraints in hello-robot/stretch_ai. Implemented a packaging update to enforce minimum versions for key libraries (trimesh, timm, transformers, webp) via setup.py, reducing build failures and downstream integration risk. The change is tracked in commit 1363cf73e5a26307012ac8141b3355fe4b021047 (installation update #249). This aligns with the team's emphasis on reliable, reproducible environments. No major bugs reported; groundwork laid for smoother future releases.
1 Commits • 1 Features
Jan 1, 2025January 2025: Focused on stability and compatibility by tightening dependency constraints in hello-robot/stretch_ai. Implemented a packaging update to enforce minimum versions for key libraries (trimesh, timm, transformers, webp) via setup.py, reducing build failures and downstream integration risk. The change is tracked in commit 1363cf73e5a26307012ac8141b3355fe4b021047 (installation update #249). This aligns with the team's emphasis on reliable, reproducible environments. No major bugs reported; groundwork laid for smoother future releases.
January 2025
December 2024
2 Commits • 2 Features
Dec 1, 2024December 2024 monthly summary for hello-robot/stretch_ai focusing on robustness, usability, and grasping performance improvements. Implemented Dynamem robustness and usability enhancements with improved exploration strategies for dynamic environments, plus refactors to documentation and removal of outdated components to ensure a robust, user-friendly experience across modes. Also tuned grasping operation by adjusting pre-grasp configuration to improve success rates, accompanied by debugging efforts to stabilize behavior.
December 2024
2 Commits • 2 Features
Dec 1, 2024December 2024 monthly summary for hello-robot/stretch_ai focusing on robustness, usability, and grasping performance improvements. Implemented Dynamem robustness and usability enhancements with improved exploration strategies for dynamic environments, plus refactors to documentation and removal of outdated components to ensure a robust, user-friendly experience across modes. Also tuned grasping operation by adjusting pre-grasp configuration to improve success rates, accompanied by debugging efforts to stabilize behavior.
November 2024
5 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for hello-robot/stretch_ai: Delivered two major features with cross-module refactors that improve performance, reliability, and usability in dynamic environments, along with enhanced localization and documentation. Changes focus on robustness, maintainability, and business value for dynamic robotics tasks.
5 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for hello-robot/stretch_ai: Delivered two major features with cross-module refactors that improve performance, reliability, and usability in dynamic environments, along with enhanced localization and documentation. Changes focus on robustness, maintainability, and business value for dynamic robotics tasks.
November 2024
Activity
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Quality Metrics
Correctness79.2%
Maintainability80.8%
Architecture76.6%
Performance67.6%
AI Usage44.2%
Skills & Technologies
Programming Languages
C++DockerfileMarkdownPythonShellURDFYAML
Technical Skills
3D Mapping3D ReconstructionAI IntegrationAI/MLCloud AI IntegrationCode RefactoringComputer VisionConfiguration ManagementData CollectionData VisualizationDebuggingDependency ManagementDockerDocumentationEmbodied AI
Repositories Contributed To
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