📈 Built a full-stack residency scheduling system that automated manual timetable planning and cut schedule generation time by 90%.

📈 Designed and implemented complex optimisation constraints for 100+ residents across 36 rotation blocks, achieving reliable, feasible timetables.

📈 Developed an interactive frontend with CSV ingestion, constraint tuning, and what-if analysis, speeding up planning iteration cycles from hours to minutes.

📈 Automated musculoskeletal assessment workflows using Google Mediapipe, reducing clinician workload by 50% and enabling scalable hospital trials.

📈 Built and deployed a serverless report generation backend using AWS Lambda and S3, cutting report errors by 70% and reducing processing time by 75%.

📈 Onboarded new developers by documenting core systems and streamlining deployment processes, accelerating ramp-up time by 40%.

📈 Integrated the frontend with the backend API to ensure efficient data fetching and display

📈 Designed and implemented a website to streamline data flow between the software, Arduino board, and hardware motor

📈 Developed solutions for projects under MVP Studio by NUS Technology Transfer and Innovation (TTI)

📈 Utilised WebSocket to generate real-time and prediction data from an AI hardware to the web application dashboard, which was presented at Singapore International Water Week (SIWW) 2024

📈 Integrated the frontend with the backend hosted on MongoDB, built on Docker and Microsoft Azure AKS

📈 Deployed the Next.js web application using a custom domain on Namecheap

📈 Developed and integrated new features for a web application that helps workers find shifts

📈 Collaborated with UI/UX designers and developers to execute feature enhancements, increasing user satisfaction

📈 Acquired hands-on experience in project management, collaborating with cross-functional teams to deliver results