• Derived the physics of torsional and compression springs from beam theory• Formulated Excel sheets to automatically calculate spring parameters (without VBA), accelerating design processes• Separately conceptualised rope-release mechanisms triggered by a gas generator• Refined and optimised a selected design to be manufactured and used in production• Skills: Beam theory, CAD, Excel, Onshape, Engineering design process

• Developed a novel pipeline for automatic segmentation of 3D Tiles to be used in simulations and data analyses• Implemented semantic segmentation using a Transformer trained on satellite imagery to label each pixel of the 2D texture, and thereby each vertex of the 3D object• Analysed and deconstructed specifications of formats glTF & 3D Tiles to construct format readers and exporters to traverse a 3D Tileset and subsequently export a new tileset stored with metadata• Maintained modularity and version control allowing the team to substitute their segmentation methods effortlessly• Co-authored a write-up on Medium detailing the development process, and presented to the department’s Director• Skills: Python, System integration, Machine learning

• Designed a high fidelity simulator using C# in Unity to replicate the actual environment and physics of drones• Achieved livestreaming of drone footage via RTSP by capturing camera frames into FFmpeg, as well as remote control of the hunter drone through a networking library ZeroMQ• Enabled the team to quickly test Computer Vision models on the output video stream to identify the target drone, and freely finetune parameters for the PID Navigation Controller to rapidly chase the target drone• Reduced the need for live testing using actual drones, improving efficiency and workflow for the entire team• Added extra functionality for Computer Vision training to automatically generate labelled synthetic data of drones• Wrote an article on Medium documenting and showcasing its utility in testing Computer Vision• Skills: C#, Unity, Computer networking, UI/UX, 3D Modelling, Teamwork

• Selected as the main specialist in extracting client data from the Jira system using Jira Query Language and analysing the data to be presented and reported to stakeholders• Initiated massive workflow automation through Visual Basic for Applications scripts in Excel and Outlook to draw information from the Jira system database and rapidly generate emails• Organised and scheduled client appointments for counsellors, and manned the 24-Hour Counselling Hotline• Managed the team of specialists as the appointed leader, which involved interviewing applicants, overseeing the training progression of newer members and assigning the team for the duty roster• Skills: Data analysis, Database querying, Team management, Counselling and Active Listening

Worked on polymer electrodes under Professor Benjamin Tee, Institute for Health Innovation and Technology, National University of Singapore, as a participant of the 2018 Science Research Programme

Worked on hydrogels under Dr. Roshan D. Gulam, Natural Sciences and Science Education, National Institute of Education, as part of the Science Mentorship Programme