A structured exploratory data analysis project examining Netflix content distribution, genre trends, release patterns, and content growth using Python for data cleaning, visualization, and insight generation.

SMB merchant churn risk segmentation + Opportunity Score prioritization using SQL, Excel, Tableau

Exploratory data analysis of a fictional tech business using PostgreSQL, focusing on revenue performance, customer segmentation, seasonality, churn, and pricing anomalies.

End-to-end Power BI analytics project completed as part of a college data analytics course. The project analyses student performance and engagement for a fictional college, using structured data modelling, DAX measures, and interactive dashboards to surface trends, risks, and actionable insights for academic decision-making.

Personal data analytics portfolio featuring Python, Excel, and Power BI projects.

End-to-end Power BI analytics project completed as part of a college assessment, analysing a fictional UK furniture retailer.

End-to-end Healthcare Analytics Case Study using SQL, Python, and Power BI to improve clinical outcomes, operations, and patient experience.

End-to-end Power BI dashboard analyzing sales performance, profitability, and growth drivers with executive overview and drillthrough analysis.

End-to-end analysis of Amazon UK product data using SQL, Power BI, and advanced analytics to support category performance, pricing strategy, and risk identification.

Power BI dashboard analyzing retail sales performance with customer segmentation and key business metrics.

Pizza sales analysis using SQL and Power BI to analyze revenue trends, customer ordering patterns, and product performance for business insights.

Interactive HR Analytics Dashboard built in Excel to analyze employee demographics, performance, salaries, skills, and workforce distribution using KPIs, Pivot Tables, and slicers.

Interactive Power BI dashboard analyzing analyst performance, SLA compliance, ticket resolution efficiency, and workload distribution to support data-driven operational decisions.

Excel-based data analytics project analyzing 14K+ financial consumer complaints using EDA, pivot analysis, and interactive dashboards.

End-to-end SQL analysis of 12,266 restaurant transactions to identify high-performing menu items, revenue concentration, bulk ordering behavior, and strategic growth opportunities.

Power BI portfolio project analyzing CMS Medicare inpatient DRG payments (DY2023) using star schema modeling, volume-weighted metrics, and provider variation analysis.

Excel dashboard portfolio showcasing data cleaning, Power Query, Pivot Tables, KPI reporting, and interactive business dashboards.

End-to-end Product Analytics portfolio with real-world projects using SQL, Python, Excel, and BI dashboards (Power BI & Tableau). Includes datasets, case studies, KPI frameworks, and decision-focused analysis.

Exploratory Data Analysis on real-world movie datasets using Python Pandas to uncover trends, patterns, and insights across decades.

Interactive Sales Insights & Trend Analysis Dashboard built using Microsoft Excel