At Fifth Third Bank, I built SageMaker Pipelines for customer and credit models, from Snowflake data through training and evaluation to model registration. I also set up cross-account promotion through Dev, UAT, and Prod, with each model linked to its training run and data snapshot.
I'm currently leading the move to SageMaker Unified Studio, after standing up a sandbox domain and creating blueprints for standard project types. I also built monitoring with SageMaker Model Monitor and Evidently AI; model-related incidents are down roughly 80% since.
Previously, at Tailored Brands, I built a real-time fraud scoring API that reduced fraud losses by about 35%, and worked on demand forecasting and product search. Earlier, at Charter Communications, I took models from notebooks to production on SageMaker and built a churn model that helped retain about $2M a year in subscription revenue.
