Another milestone completed. 🎉

Over the past weeks, I successfully completed two projects for an early-stage international remittance platform.

✅ International Remittance Corridor Testing & Validation ✅ Backend Data Migration & Quality Verification

What started as data collection evolved into ensuring data accuracy, consistency, and quality across multiple international remittance corridors.

Key areas: -Market Research -Data Validation -Quality Assurance -Process Improvement

Reliable data is not created by copying information into spreadsheets. It comes from verification, critical thinking, attention to detail, and asking the right questions.

Grateful for the opportunity, the trust, and the positive feedback received along the way. Looking forward to the next challenges and collaborations.

#MarketResearch #DataValidation #QualityAssurance #Operations #RemoteWork #Freelance #Contra #Upwork

The Customer Behavior Dashboard is an interactive Power BI dashboard designed to analyze customer purchasing patterns and business performance. The data was cleaned and transformed using Python (Pandas and NumPy), stored and queried using PostgreSQL and SQL, and visualized in Power BI. The dashboard shows key metrics such as Total Customers (5,050), Total Spend ($730,366), Average Spend ($144.63), Average Review (3.67), and Unique Items (30). It provides insights into customer payment preferences, gender distribution, category-wise sales, and seasonal purchasing trends. The analysis reveals that Clothing generates the highest revenue, male customers represent the largest customer segment, and Spring and Winter experience the highest purchase activity. Interactive filters for location and season allow users to explore customer behavior dynamically and support data-driven business decisions.