Teams at SoundCloud

Lead a team of four backend and ML engineers building machine-learning-driven ad delivery. Own the ML roadmap, production model-serving stack, real-time decisioning, feature pipelines, experimentation, monitoring, and backend ad services across web and mobile. Partner with product, analytics, and client engineering teams to balance revenue, retention, and inventory. Contribute hands-on to the codebase while mentoring engineers, managing performance, and guiding technical strategy.

Build and productionize ML and LLM-powered recommendation features serving millions of users. Own end-to-end systems spanning data pipelines, feature engineering, model training, real-time serving, APIs, monitoring, A/B testing, and distributed infrastructure. Collaborate with Product, Design, Engineering, and Platform teams while optimizing performance, cost, latency, reliability, and user experience.