Sai Chaitanya Kanumalli

Senior Machine Learning Engineer @Mitchell International, Inc.

San Diego, CA, US

Technical architect and lead for Mitchell Intelligent Triage (MIT), a production ML decision platform for repair vs total-loss classification in enterprise claims workflows.* Designed ensemble decision strategies combining tabular ML (e.g, XGBoost) and computer vision / multimodal signals across claim, vehicle, and image inputs.* Owned key model architecture and system design decisions, driving end-to-end ML lifecycle execution from data strategy to production integration.* Directed a distributed team of engineers across U.S. and offshore locations, conducting architecture reviews, sprint planning, code reviews, and production readiness governance.* Leveraged AWS SageMaker for model training/tuning and GCP for deployment and monitoring in scalable production environments.* Named inventor on U.S. published patent: Machine Learning Prediction of Repair or Total Loss Actions (US 20•••••••34).