police shootings data analysis
This project is an end-to-end data analytics case study on fatal police shootings in the United States from 2015 to 2024. The objective is to analyze long-term patterns in police shootings and understand:
- Demographic disparities (age, race, gender)
- Situational contexts (mental health, fleeing status, armed/unarmed)
- Geographic and temporal trends
- Impact of body camera usage on accountability
stack overflow survey exploration
This project explores developer survey data to understand salary trends, tools, languages, and working patterns across roles and regions.
- Language popularity and usage trends
- Compensation comparisons by geography
- Role and experience breakdowns
google sheets link
united spirits financial analysis and valuation
Built a financial data analysis project on United Spirits Ltd., integrating income statements, balance sheets, ratio analysis, DuPont decomposition, OCF and FCFF modeling. Estimated beta, WACC, enterprise value, and intrinsic equity value, translating complex financial metrics into structured datasets and visual insights for decision-focused dashboards for practical investment use cases.
google sheets link