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Yukiya Nakai

PROFILE

Yukiya Nakai

Yukiya Nakai contributed to the CMU-cabot/cabot-drivers and cabot-navigation repositories, focusing on embedded robotics and navigation systems using C++ and Python. Over four months, Nakai enhanced servo control reliability by refining IMU and servo signal coordination, reducing actuator vibration and improving safety. He addressed navigation stability by implementing robust state management for servo transitions and directional indicators, enabling smoother turns and safer autonomous operation. Nakai also extended handle button holddown durations for improved user interaction and resolved topic naming inconsistencies to strengthen system observability. His work demonstrated strong debugging, code refactoring, and cross-repository collaboration, resulting in maintainable, production-quality code.

Overall Statistics

Feature vs Bugs

38%Features

Repository Contributions

13Total
Bugs
5
Commits
13
Features
3
Lines of code
101
Activity Months4

Work History

May 2025

7 Commits • 2 Features

May 1, 2025

May 2025 performance summary for CMU-cabot/cabot-navigation: Delivered significant improvements to turning control, navigation signaling, and system observability, strengthening reliability and business value in autonomous navigation. Key outcomes include resolving topic naming inconsistencies, enabling precise turn-angle reporting and control during rotations, and hardening the system against repeated path recalculations during turns. Also improved diagnostics, logging, and code quality to support faster maintenance and issue detection.

March 2025

1 Commits • 1 Features

Mar 1, 2025

March 2025: CMU-cabot/cabot-drivers delivered a critical UX improvement by extending the holddown duration for handle buttons (v2/v3) from 5.1s to 20.5s. This enables longer press actions and more reliable handles UI across versions. The change is implemented as a single committed update (hash 9ab7e4e9e3b988ae168ce5bea1ba47e163647838) and lays groundwork for broader long-press gesture support.

February 2025

4 Commits

Feb 1, 2025

February 2025 — Key accomplishments and impact Key features delivered and fixes - cabot-navigation: Servo navigation stability and directional indicator reliability. Fixed incorrect free-state transition for the servo (requires a waiting period); ensured the servo switches to a non-free state on new targets and at navigation start; adjusted directional indicator behavior to prevent premature resets by setting is_controlled_by_imu to false when the global target is near zero to enable smoother turns. Commits: 6a649658845b5d8e0af2bedb69b9d872f390de48; 77806c21ae537d869dc5835c6cf395b1f94c9c34 - cabot-drivers: Servo Navigation Control Reliability and IMU Handoff. Fixed servo free state transition during navigation and refined IMU control handoff for smoother turns; disables IMU control earlier when the target is near zero with small global/local target differences to improve turn stability. Commits: 5ba9bdface91895458f36477fa8e327ac7fcb32f; 88802ef94033af3ebc4e9b822bb931e76bd489bf Major bugs fixed - Addressed servo free-state transition issues and IMU handoff inefficiencies across navigation and driver layers, resulting in more reliable turn behavior and smoother transitions. Overall impact and accomplishments - Significantly improved reliability of autonomous navigation, smoother turns, and robust control transitions between IMU and servo, reducing the need for manual intervention and enabling safer operation in dynamic environments. Technologies/skills demonstrated - Robotics navigation and servo control, IMU integration, state management, cross-repo collaboration, targeted bug fixing with traceable commits, and deliverable-quality code changes.

November 2024

1 Commits

Nov 1, 2024

November 2024: Delivered a high-impact fix in cabot-drivers to prevent servo vibration caused by conflicting IMU and servo control signals. The solution updates the servo position only when the IMU is not driving the servo, eliminating conflicting commands and improving actuator stability. This change strengthens system reliability and safety in robot actuation, reduces wear from jitter, and enhances sensor-actuator coordination. Key commit: 12a22673ca7673df54d409b0355975f000742e44. Technologies/skills demonstrated include embedded control loop debugging, IMU–servo synchronization, and version-control discipline.

Activity

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Quality Metrics

Correctness83.2%
Maintainability84.6%
Architecture78.4%
Performance72.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

C++Code FormattingCode RefactoringControl SystemsDebuggingEmbedded SystemsFirmware DevelopmentNavigationNavigation SystemsROSROS 2ROS2RoboticsSoftware Development

Repositories Contributed To

2 repos

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

CMU-cabot/cabot-navigation

Feb 2025 May 2025
2 Months active

Languages Used

C++Python

Technical Skills

C++Embedded SystemsFirmware DevelopmentRoboticsCode FormattingCode Refactoring

CMU-cabot/cabot-drivers

Nov 2024 Mar 2025
3 Months active

Languages Used

C++

Technical Skills

Control SystemsEmbedded SystemsRobotics

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