Jan 2025 - Present

FocusKPI, Inc.

Data Science Intern

Jan 2025 - Mar 2025

Berkeley Police Department, 

Office of Strategic Planning & Accountability 

Data Analyst

Oct 2018  – Jul 2024

Incheon International Airport Corporation

Business Analyst

Santa Clara, CA

• Developed an AI-powered app review analysis system to process and tag 10K+ reviews by sentiment, topic, and issue, driving issue detection, usability insights, and feature prioritization for product teams 

Berkeley, CA

• Developed a Beat Generator tool by conducting exploratory data analysis and designing core optimization algorithms to improve workload distribution and response efficiency for data-driven patrol zone adjustments  

Incheon, South Korea

• Pulled and processed large traffic datasets using SQL, validated data quality, and delivered KPI reports to support leadership decision-making 

• Led market demand analysis, identifying high-impact route opportunities that increased Asia-Pacific market share by 5%  

• Built and maintained 50+ Tableau and Excel dashboards to track KPIs and market trends, enabling real-time decisions for cross-functional teams