About
I am a computer science student with a second major in entrepreneurship, interested in building useful products with software, AI, and cloud technology. My experience spans automation, AWS migration, semantic search, student support tools, and community operations. I enjoy combining technical problem-solving with product strategy and partnerships.
Selected projects
Project LLM — AI Student Support Chatbot
ProblemStudent support requires context-aware answers.
RoleBuilt a LangChain RAG chatbot and backend API logic.
ResultCreated a context-aware student support prototype.
Eluminate — Waste-Powered Street Lighting
ProblemExplore a waste-to-energy approach to street lighting.
RoleDeveloped the concept through Bangkok field research, design thinking, and market analysis.
ResultWon First Place for Most Innovative Solution.
Experience
Data Analyst / Automation Engineer
Shangri-La Singapore
May 2026 - Jul 2026
- Built an end-to-end automated finance workflow integrating Forms, SharePoint, and OneDrive.
- Handled Excel processing, PDF reporting, and conditional multi-stage approvals with Power Automate and Office Scripts.
Software Engineer Intern
J.P. Morgan Chase Singapore
Apr 2025 - Mar 2026
- Refactored legacy applications for a strategic AWS migration involving millions of compute slot-hours.
- Ran regression testing and post-migration monitoring across environments.
- Initiated a semantic Jira ticket search utility using TF-IDF, BM25, and LLM integration, deployed on AWS SageMaker with CI/CD.
Product & Strategy
Sonar from Nanyang Technological University
Aug 2026 - Present
- Led product strategy for an AI-curated Telegram bot.
- Defined event-scoring criteria and co-developed an LLM pipeline for filtering and ranking opportunities.