I am an engineering manager in the content understanding org at Spotify, focussed on natural language comprehension and insight derivation through textual signals obtained on Spotify content.

I lead a team of machine learning engineers and applied scientist to build ad recommendation systems at Etsy. We improve ads on Etsy by building ML-first experiences in partnership with multiple organizations across Etsy

I lead a team of machine learning engineers and applied scientists to use best in class ML search algorithms to improve the search retrieval and ranking stacks at Etsy. We use a sophisticated stack of various retrieval mechanisms including semantic, lexical and graph based techniques to filter results down from millions to a few thousands. The teams I have led have generated millions of dollars in GMS over the years.

I am a software engineer on the international team at Etsy. Our team focusses on international search and machine learning. I have been working on core NLP tools at Etsy like spelling correction, auto suggest and worked on improving the search ranking experience for Etsy in non-US markets.