- Designed and implemented a robust content management system featuring comprehensive role-based functionalities.- Curated the design and development of a lightweight mobile application optimized for seamless delivery and invoice management.- Developed a high-performance REST-API backend, seamlessly integrating with both the content management system and the mobile application.- Composed automation scripts to reduce the amount of manual work in the daily workflow of the administration team.- Authored comprehensive developer and user guides to facilitate efficient utilization of the complete system.

- Iteratively tested and fine-tuned a computer vision machine learning model to ensure optimal performance for the iConnect application.- Facilitated the initial deployment of the application within the school compound, ensuring a smooth implementation.

- Conducted weekly tutorial sessions for students.- Assessed student code submissions and milestone deliverables.

- Provided support in upgrading and maintaining the globally utilized peer review tool, TEAMMATES.

- Developed and optimized plugins to classify abnormal network traffic.- Implemented a build and test script to gauge the performance of the plugins.

- Developed a user registration API as a vital module within the volunteers e-registration system.- Enhanced activity forms to integrate seamlessly with the volunteer management system.- Integrated new report generation capabilities into the volunteer management system.- Addressed and resolved legacy bugs to improve system stability and functionality.

- Collaborated with stakeholders to streamline the collection of datasets.- Conducted analysis and preparation of datasets for effective model training.

- Developed automated API and GUI tests with self-generated reports.- Facilitated collaboration on machine learning projects among TOFFS, NUS, and AISG.- Managed website updates and maintenance.- Authored and translated documentation for internal projects.