- Diagnosed 93.6% visitor-to-purchase drop-off across 1.2M+ events; isolated Add-to-Cart as the #1 funnel leak
- Uncovered $24K zero-ROI display ad spend and 81x email ROAS via multi-channel SQL attribution
- Revealed 95.3% one-time buyer rate across 284K users through cohort retention & RFM segmentation
- Built behavioral risk framework across 21K+ transactions using velocity, spend deviation & category indicators
- Rule-based scoring captured 55.8% fraud concentration in the high-risk tier
- Modeled ₹21L+ in preventable loss and a 5,900% ROI scenario for optimized fraud mitigation
- Computed CLV across 7K+ customers — quantified ₹16M+ total portfolio value
- Identified ₹2.8M+ revenue at risk from churn using quartile-based segmentation
- Built retention simulator projecting ₹213K+ incremental CLV under targeted strategies
📬 gowri.krishna448@gmail.com · 📍 India