I analyzed West Bengal education results in the West Bengal Education Performance Analyzer, cleaning and validating 60+ district-year records covering Madhyamik and Higher Secondary results from 2018–2024. I identified districts with pass rates below the state average and found a positive correlation between student retention and board performance.
For the project, I built a four-page Power BI dashboard with KPI cards, district maps, year-over-year trends, and drill-through analysis. I also compared performance across North and South Bengal, finding an average 9.3% difference in pass rates despite similar pupil-teacher ratios.
In my Instagram User Behavior & Engagement Analytics project, I analyzed 1.5M+ records across seven relational tables using PostgreSQL. I compared premium and non-premium engagement, created analytical features for segmentation, and developed an interactive Power BI dashboard for KPI and demographic analysis.
