Ravika Nagpal

Staff Developer @KOHO

Calgary, AB, CA

Led credit-risk ML model design and evaluation under regulatory constraints, balancing explainability, stability, and performance for production decisioning.Built ML evaluation and monitoring foundations (temporal CV, drift, calibration) to improve inference reliability and model governance.Improved AI platform developer experience by defining reusable ML guardrails and cross-functional evaluation standards.