At Fannie Mae, I contributed to Sentinus, a monitoring and operational-efficiency platform, integrating AWS Bedrock with Claude, Anthropic Haiku, and GPT-5 to generate incident insights, root-cause analysis, and recommended resolutions.
I also developed serverless AWS workflows and Python REST APIs, and integrated Dynatrace with Moogsoft to surface application problems and monitoring events. Earlier, I implemented IBM Netcool and Tivoli monitoring and event-management solutions across GOGO Air, United Parcel Services, Emblem Health, Blue Cross Blue Shield, Mastercard, Trianz, and Kaiser Permanente.

