Experience

Mountain View, CA

• Incoming SWE Intern Summer 2026

Bangkok, Thailand

• Boosted fraud model recall to 81%, preventing an estimated $2M/year in payout losses (average payout × expected detected fraudulent cases) through behavior-based feature engineering
• Pioneered a multicollinearity reduction tool that filters and selects features based on importance or variance, improving interpretability and validation F1 by 2.5%
• Built a reproducible feature-to-prediction pipeline, reducing model retraining time to under 30 minutes

Bangkok, Thailand

• Developed a company-wide alert system to detect invalid ECS/CodeDeploy configurations, preventing potential deployment errors across services used by 100+ engineers daily
• Led implementations of workflow validation and visualization functionalities, enabling safe, efficient parallel and sequential deployments across regions
• Built a deployment log export feature with date-range picker and resolved deployment timestamp records bug using Boto3 and MySQL, reducing manual query and reporting time by 90%