Developed a full-stack web app for compliance audit checking, deployed on Google Cloud Run with a Streamlit frontend and FastAPI backend, enabling users to upload audit PDFs and automatically verify requirements against internal policy documents.
Developed a multi-language code parsing tool in Python using Tree-sitter by constructing concrete syntax trees and extracting inline documentation into structured JSON, for supplying LLMs with relevant documentation to generate better code fixes.
Led frontend development of a MERN-stack banking simulation app, designing modular React components and leveraging useEffect hooks to manage real-time UI updates across secure account creation, user login, transactions, and balance tracking.
Developed an internal tool for automating Permission Granting to VMs in the cloud. This tool is currently used by over 50 developers across 7 teams in the largest telco in Singapore.