At Apple Services Engineering, I design and build core systems powering Podcasts, TV, and Music recommendations. I replaced LLM-based candidate selection with deterministic post-filtering, cutting latency by 95% and eliminating inference costs.
Previously, I built reliable earnings systems at Uber and customer-data and event-tracing systems at Citi. At MN Partners, I engineered the National Educational Database, and at Tan Technologies I delivered an e-commerce platform.

