At ACV Auctions, I migrated five fragmented legacy Perl endpoints into a Python FastAPI microservice with Kafka event streaming, reducing production incidents by about 40%.
I also designed REST APIs with FastAPI and PostgreSQL, improving average response times by about 30%, and launched an AI-powered dealer assistant for real-time vehicle pricing intelligence.
At Comcast, I built Python and Flask automation, including an AppDynamics alert API that cut manual monitoring effort by more than 70%. I also developed a Streamlit forecasting proof of concept adopted for ongoing production monitoring.
Earlier at Comcast, I built Python automation applications using shell scripting and PySpark, maintained OpenStack infrastructure, and integrated Slack notifications. I also built a Python movie recommendation engine and a spam/ham review classifier using NLP.
