
Worked on the cmu-argus-2/FSW-mainboard repository, delivering core features and reliability improvements for spacecraft attitude determination and control systems. Over three months, focused on modernizing control architectures, enhancing momentum-based attitude control, and strengthening test coverage. Applied Python and embedded systems expertise to refactor control logic, introduce robust unit testing, and implement validation mechanisms for safer operation under unexpected inputs. Improved code readability and maintainability through formatting, documentation, and decoupling of control modules. These efforts reduced regression risk, improved on-orbit reliability, and established a verifiable baseline for future development, supporting both maintainability and certification of the ADCS software stack.
Concise monthly summary for 2025-03 focused on cmu-argus-2/FSW-mainboard. The month centered on improving reliability and robustness of the Attitude Control System (ACS) within the ADCS module through targeted testing, refactoring, and validation enhancements. The main actions were the development of a comprehensive unit-testing regime for ACS, refactoring for better decoupling of control logic, and the introduction of dimension-reading validation with a default fallback control path to handle malformed inputs. These efforts reduce regression risk, improve fault handling, and set the foundation for future verification and automated testing. Key achievements (top 3-5): - Added comprehensive ACS unit tests for the ADCS module, including nominal spin stabilization, sun pointing, and invalid input scenarios, establishing robust test coverage (commit aebe9dd904c8554494be1deb9ccc092ecdb615b1). - Refactored Attitude Control System control law to improve decoupling, enhancing maintainability and reducing coupling-induced failures. - Implemented validation for reading dimensions and a default fallback control mechanism to ensure safe operation under malformed or unexpected inputs. - Strengthened testability and resilience of the ACS path, enabling faster identification and containment of future regressions. Business value and impact: The improvements reduce the risk of attitude-control regressions, enhance reliability in on-orbit operations, and provide a verifiable test baseline for future development and certification efforts. Technologies/skills demonstrated: Unit testing and test coverage, software refactoring for decoupled control architectures, input validation and safe-fail mechanisms, ADCS/ACS domain knowledge, and commitment-driven validation (Git commits via #181).
Concise monthly summary for 2025-03 focused on cmu-argus-2/FSW-mainboard. The month centered on improving reliability and robustness of the Attitude Control System (ACS) within the ADCS module through targeted testing, refactoring, and validation enhancements. The main actions were the development of a comprehensive unit-testing regime for ACS, refactoring for better decoupling of control logic, and the introduction of dimension-reading validation with a default fallback control path to handle malformed inputs. These efforts reduce regression risk, improve fault handling, and set the foundation for future verification and automated testing. Key achievements (top 3-5): - Added comprehensive ACS unit tests for the ADCS module, including nominal spin stabilization, sun pointing, and invalid input scenarios, establishing robust test coverage (commit aebe9dd904c8554494be1deb9ccc092ecdb615b1). - Refactored Attitude Control System control law to improve decoupling, enhancing maintainability and reducing coupling-induced failures. - Implemented validation for reading dimensions and a default fallback control mechanism to ensure safe operation under malformed or unexpected inputs. - Strengthened testability and resilience of the ACS path, enabling faster identification and containment of future regressions. Business value and impact: The improvements reduce the risk of attitude-control regressions, enhance reliability in on-orbit operations, and provide a verifiable test baseline for future development and certification efforts. Technologies/skills demonstrated: Unit testing and test coverage, software refactoring for decoupled control architectures, input validation and safe-fail mechanisms, ADCS/ACS domain knowledge, and commitment-driven validation (Git commits via #181).
December 2024: Delivered substantial ADCS improvements for cmu-argus-2/FSW-mainboard, focusing on momentum-based attitude control, sun-pointing enhancements, and code quality. Notable commits include: c62dbc1cd36da1e008476074335b8f49485a22a3 (reformatted attitude control); 96c08cf7f4ad6b4cb1d6b79c3fffc210c6982b08 (improved controllers and simplified task architecture); 075b0d8d1415cccc967409d6143b2bf5ff4719aa (added app descriptions); 9011f465c3cdb73e984fd1be745aefc4c0550f8e (switched to momentum-based control); c1d4ae0642c9c111e40ec0566f02b1ecf1ddf9a6 (commented out debugging statement). Notable for improving stability, accuracy, and maintainability of the attitude determination and control system. These changes reduce maintenance overhead, improve pointing accuracy, and enable faster future iterations.
December 2024: Delivered substantial ADCS improvements for cmu-argus-2/FSW-mainboard, focusing on momentum-based attitude control, sun-pointing enhancements, and code quality. Notable commits include: c62dbc1cd36da1e008476074335b8f49485a22a3 (reformatted attitude control); 96c08cf7f4ad6b4cb1d6b79c3fffc210c6982b08 (improved controllers and simplified task architecture); 075b0d8d1415cccc967409d6143b2bf5ff4719aa (added app descriptions); 9011f465c3cdb73e984fd1be745aefc4c0550f8e (switched to momentum-based control); c1d4ae0642c9c111e40ec0566f02b1ecf1ddf9a6 (commented out debugging statement). Notable for improving stability, accuracy, and maintainability of the attitude determination and control system. These changes reduce maintenance overhead, improve pointing accuracy, and enable faster future iterations.
This month centered on strengthening the FSW-mainboard foundation (cmu-argus-2/FSW-mainboard) with architecture improvements, control enhancements, and focused quality initiatives. The work delivered clearer module boundaries, more reliable control behavior, and stronger test coverage, directly improving reliability, maintainability, and future velocity.
This month centered on strengthening the FSW-mainboard foundation (cmu-argus-2/FSW-mainboard) with architecture improvements, control enhancements, and focused quality initiatives. The work delivered clearer module boundaries, more reliable control behavior, and stronger test coverage, directly improving reliability, maintainability, and future velocity.

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