
Contributed to the bettersg/SchemesSG_v3 repository by building and integrating backend features focused on user feedback and scheme management. Developed an end-to-end User Feedback System using Python and Firebase Functions, enabling structured feedback capture and storage in Firestore for future analytics. Enhanced reliability and data integrity by refining feedback submission logic and removing redundant validations. Introduced an update_scheme Cloud Function to streamline scheme creation and editing, supporting more flexible admin workflows. Leveraged skills in API development, backend engineering, and cloud functions to deliver robust data handling and error management, laying the foundation for actionable insights and improved administrative processes.
December 2024: Key features delivered include Feedback Submission Reliability and Error Handling improvements and the Update Scheme API with payload enhancements. Major bugs fixed include reliability issues in feedback submission and removal of redundant timestamp validation to boost data integrity. Overall impact: improved data reliability, robust scheme management, and streamlined admin workflows. Technologies/skills demonstrated: Cloud Functions (Firebase), API design, data modeling (schemeEntries collection), and robust error handling.
December 2024: Key features delivered include Feedback Submission Reliability and Error Handling improvements and the Update Scheme API with payload enhancements. Major bugs fixed include reliability issues in feedback submission and removal of redundant timestamp validation to boost data integrity. Overall impact: improved data reliability, robust scheme management, and streamlined admin workflows. Technologies/skills demonstrated: Cloud Functions (Firebase), API design, data modeling (schemeEntries collection), and robust error handling.
In November 2024, delivered end-to-end User Feedback System integration in bettersg/SchemesSG_v3, enabling structured storage of user feedback and paving the way for actionable insights through Firestore.
In November 2024, delivered end-to-end User Feedback System integration in bettersg/SchemesSG_v3, enabling structured storage of user feedback and paving the way for actionable insights through Firestore.

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