At Microsoft, I’m shipping Voice First agent capabilities for Azure AI Foundry, including model-aware speech settings and video and photo avatar experiences. I also won an org-level hackathon by shipping widget-based agent deployment end to end in 48 hours.
I released production Conformer-Transducer models for Telugu and Kannada, and built an Azure ML evaluation pipeline and Python transcription-quality checks. Earlier at Microsoft, I owned a seller-facing platform used by about 50,000 sellers and migrated four services while validating regional failover.

