Experimentation for LLM model output quality.

ML observability design and development.

API design and development.

Implementing multitenant model configuration and Snowflake to Databricks data ETL.

Reduced advertising ROI prediction times by 80% by guiding migration to real-time deployment service.

Instrumented key performance metrics to monitor the health of thousands Databricks jobs running daily.

Created component responsible for applying row transformations and converting data to parquet format.

Designed and implemented secrets storage for Kubernetes-hosted microservice.

Streamlined developer and staging deployment with environment bootstrapping scripts.

Lead maintenance and support for a product that manages millions of search ads from product sheets.

Reduced service downtime by adding Slack-integrated monitoring using Prometheus and Grafana.