Data Scientist in Office of the Chief Operating Officer at Greystar

Led requirement-gathering sessions, defined operational KPIs, and developed interactive dashboards (Power BI/Tableau) using exploratory, explanatory, prescriptive, and predictive analyses — enabling real-time performance tracking, optimizing leasing-agent follow-up strategies, improving maintenance workload efficiency, and increasing Lead-to-Lease website conversions by 3%. Built an automated property clustering pipeline (K-Means, PCA) to segment 3,000+ residential properties across 28 regions, engineered features from property characteristics, demographics, and performance metrics, and created interactive maps and dashboards to inform portfolio decisions. Developed a social listening app to monitor TikTok, Twitter, and Reddit for emerging tenant issues and reputation risks, with data collection via APIs and web scraping, automated video transcription, and intelligent duplicate prevention.

Data Analyst in Logistics at Apple Inc.

Partnered with internal logistics teams and third-party providers to design a monitoring framework for corrugate supply flow between the U.S. and international suppliers, aimed at preventing customer delivery delays. Applied optimization techniques to monitor and manage headcount across multiple distribution centers, integrating insights into an interactive dashboard to support resource planning.

Space Planning Data Analyst at Whole Foods

Space planning data analysis to optimize store layouts and product placement.