work

Owned org-wide CI/CD pipelines supporting embedded, ML, and infra teams; built and operated a GPU training platform on AWS + Kubernetes with Argo-based orchestration; maintained ML data ingestion and annotation systems; delivered observability with Prometheus/Grafana; expanding the platform to unify audio, vision, and sensor datasets end-to-end.

Built internal tooling for audio dataset annotation and labeling workflows; partnered with ML to improve alignment, QA, and consistency; increased throughput and dataset readiness for training and evaluation.

Annotated and prepared audio datasets; assisted with labeling operations and data handoff; contributed features and automation to early internal audio processing tools.

Designed and shipped a modern, responsive marketing landing page for an early-stage product, translating lightweight direction into a polished UI with reusable components and clean styling.