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Selected Projects

Applied Data Science & Business Analytics

San Francisco crime trends dashboard showing forecasted incidents by neighborhood

Urban Safety Analytics: San Francisco Crime Trend Analysis (2018-2025)

Human-centered operational demand forecasting dashboard showing predicted service demand, staffing capacity, utilization rates, and resource allocation scenarios, with time-series forecasts, KPI cards, and city-level visualizations.

Operational Demand Forecasting and Resource Allocation (Active)

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