Project - Regional Profit Analysis of Super Store
Analyzed regional profit patterns across product categories and customer segments to uncover where growth and declines are occurring. The analysis highlights high-performing regions and categories as well as underperforming segments (e.g., declining home office sales versus rising technology demand). Delivered an interactive dashboard that surfaces these trends and enables stakeholders to drill into regions, categories, and customer types for targeted strategy and intervention.
Project - Student Food Preferences Report
Transformed a messy student dataset combining academic performance and food preference records by cleaning, normalizing, and resolving inconsistencies to make the data analysis-ready.
Built an interactive dashboard that surfaces patterns and actionable insights helping stakeholders (such as university administration, parents and nutritionist) explore performance trends, correlations with food choices, and key areas for intervention.
Project - Metro Sales Analysis Report
Analyzed Metro's sales and profit trends across regions, product categories, and time periods to identify drivers of revenue and margin variability. The dashboard surfaces clear performance patterns—top-performing stores, seasonal shifts, and margin bottlenecks—using interactive filters and visual comparisons.
Stakeholders can use these insights to prioritize high-impact initiatives, optimize assortment and pricing, and allocate resources to improve profitability.