Experience, education, and the proof behind them.

Remote

Three-month remote AI engineering internship. Currently building Vantara, an end-to-end customer intelligence platform for churn and customer-value prediction, due November 2026.

• Building churn-risk and 90-day customer-value models over historical transaction data, using time-based splits to keep evaluation leakage-safe.
• Designing customer segmentation that prioritizes high-value at-risk accounts and returns explainable retention recommendations.
• Shipping the system as a dashboard and REST API, containerized with Docker, with monitoring, tests, and documentation.

Kolkata, India

Leading development of a company-wide mobile app and translating business requirements into client-facing digital systems.

• Scoping and leading a mobile app covering onboarding, document access, product registration, training, and payments.
• Built lead-capture automation and managed the company website and digital discovery flows.
• Explained complex investment and insurance products through technical presentations and collateral.