Swan Industries (Thailand) Limited
Business Development Analyst · July 2024 – June 2025
- Built a predictive model for credit assessments by analyzing 50 years of payment data and market behavior, accelerating evaluation time by 50%.
- Digitized invoicing with dynamic discounting, cutting late payments by 20%.
- Negotiated payment improvements with global suppliers like Valspar and PPG.
Keck Data Science Institute – Pepperdine University
Research Fellow · May – August 2024
- Pocket Racer: Built a Vision Transformer model for an autonomous RC car platform with 99% navigation accuracy.
- Developed an assembly-tutorial site and submitted paper to IEEE Access.
- Esports Analytics: Released dataset + pre-trained ViT for fighting games; presented at ISVC 2024.
- First Author – Published in LNCS Vol. 15046, Springer.
Liechtenstein Global Trust (LGT Group)
Data Analytics Intern · June – August 2023
- Analyzed U.S. commercial real-estate trends in collaboration with Hong Kong data team.
- Helped increase AUM by CHF 20M through trend insights for HNW clients.
Royal Thai Consulate General – Los Angeles
In-office Data Analyst Intern · June – August 2022
- Used demographic analysis to optimize food and booth layout at Thai Food Festival.
- Strategy increased event attendance by 20% through data-driven logistics.