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

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.

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.

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

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 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.

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

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

Data analysis project auditing a simple inflation model for Peru using public World Bank data, influence diagnostics, and robustness checks.

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

End-to-end bank customer churn analysis using Python, SQL, and Power BI to identify churn drivers and propose retention strategies.

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

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

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.

Real-world Power BI dashboards developed for enterprise operations, covering finance analytics, vehicle lifecycle tracking, inventory management, compliance monitoring, and HR insights. Focused on delivering actionable insights and business decision support.

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

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

Fraud analytics and risk scoring portfolio project that models transactional behavior, applies rule-based fraud detection, and generates account-level risk scores and an operational dashboard for monitoring high-risk activity and rule effectiveness.