Homepage personalization and construction: specializing in inference for recommender systems and explore/exploit platforms for multiples types of ML architectures (multi-objective, neural net, LLMs).
Home team (2019 to present) focusing on real-time prediction-serving with machine learning to rank and assemble all users’ home pages across all platforms, within a team of 4-6 engineers. Predominantly backend engineering.
Rapid-prototyping team (2016 to 2019): focusing on increasing user retention by experimenting with new features (e.g. Stations, Spotify for Kids) and automated content marketing. Backend and data engineering.
Technical, system-level testing (manual & automated) for web applications and backend services responsible for sending out automated emails and texts. Managed multiple engineers and testers.
