Shipped an AI-based ad creation product adopted by more than 100 enterprise customers and supported fast growth. Reduced end-to-end video generation from over 40 minutes to under 5 minutes, enabling realistic work flows. Built resilient internal services to handle large batch jobs, improved release reliability with tighter rollout checks and clearer ownership of production issues. Collaborated across production and research to convert messy model outputs into predictable user-facing results and established on-call habits to catch failures early.

Founding AI Full Stack Engineer at Adaptrum Inc

August 1, 2018 - July 1, 2021

Shipped the company’s first remote diagnostic device, reducing needed field interventions and improving turnaround time. Rolled out cloud services to improve deployment reliability and built internal tooling to monitor device status and issues. Implemented repeatable installs with Helm charts, versioned values, and environment overlays for development, staging, and production. Set up GitOps workflows across source control with automated rollbacks and drift detection.

Senior Software Engineer at Hey Sam AI

August 1, 2023 - June 1, 2024

Delivered an automated meeting assistant that removed manual note-taking from scheduled sales calls. Reduced support burden by replacing an on-call workflow with a reliably operated assistant, and improved data quality for model training by standardizing capture flows. Enhanced daily usability of tooling for field teams.