I analyzed the Chinook music store database in MySQL, examining sales, genres, and customer behavior. My analysis found that Rock drove 53.38% of USA sales and informed an ad-budget split across three new albums.
I also built an RFM segmentation model for all 59 customers and ran market basket analysis to identify product overlaps that could inform win-back campaigns and bundle pricing.
For an IT support ticket project, I analyzed 97,498 tickets in Excel, validating the dataset and building pivot models for workload, resolution speed, and satisfaction. I identified SLA risks and recommended targeted training for six underperforming agents.
During my internship as a Junior NOC Engineer at Ishan Teachnologies, I supported ISP NOC operations, monitored live network infrastructure, and assisted with customer connectivity troubleshooting under senior engineer guidance.

