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Spotify

“Mixtapes” – social playlist product

• Won 1st place in company-wide hack week for social playlist product with support from leadership to bring to market
• Led product development with a team of 8 recruited members, ranging from engineers, designers, and user researchers to build prototype and deliver GTM strategy to launch international marketing campaign by 2023

Knowledge platform ML products

• Headed ML team of 8 engineers to build and evaluate large language models to generate deep content understanding of Spotify’s talk audio catalog at scale and increase overall podcast consumption by 3%
• Owned product prioritization and managed 10+ cross-functional customers & stakeholders for a suite of 5+ existing foundational knowledge products that power podcast discovery, recommendations, & listening experiences

Hate speech detection model

• Headed 2 engineering teams of 15+ people driving long-term strategy, quarterly roadmaps, delivery milestones, customer outreach, and product development to build ML tools for podcast content understanding tasks
• Led development of an ML classification model to detect hate speech in 80% of podcasts on platform to improve content moderation coverage, enable automation of human review flows, and reduce Trust & Safety risks

On-device podcast transcriptions

• Led development of an on-device podcast transcription service ready for rollout within 1 quarter to increase transcription coverage Spotify’s podcast catalog by 6% and enable multiple downstream ML client teams
• Led hack project development for a feature for users to share a transcript audio snippet of a podcast on social media