Predictive Churn Engine & GenAI Campaign Copilot
A high-growth D2C retail brand suffered from a 32% annual customer churn rate. The goal was to detect churn signals 60 days in advance and generate automated hyper-personalized retention emails via LLMs.
Real-Time Credit Card Anomaly & Fraud Surveillance
Processing 4.2 million transactions daily for a leading NBFC with low latency. Designed a multi-stage anomaly detection pipeline capable of flagging fraudulent patterns under 40 milliseconds.
ICU Bed Demand & Drug Inventory Telemetry Dashboard
Multi-facility hospital network needed a unified Power BI analytics portal to predict ICU occupancy and prevent critical medicine stock-outs across 18 regional hospitals.
B2B Tiered Pricing Elasticity & Expansion Strategy
Analyzed 80,000 corporate software accounts to discover willingness-to-pay thresholds and restructure enterprise product tier packaging without causing churn spikes.
10-Minute Dark Store Route & Fleet Fuel Optimization
Last-mile delivery route optimization using spatial graph networks. Reduced deadhead mileage and fuel consumption while maintaining 98.4% on-time delivery guarantees.
Enterprise RAG Knowledge Copilot with Vector Databases
Over 25,000 product manuals and compliance guidelines ingested into a Retrieval-Augmented Generation (RAG) architecture with Milvus and Llama 3 to answer internal employee questions in seconds.