Build and deploy ML models and pipelines for entity resolution and a knowledge graph at scale. Fine-tune algorithms, expand data ingestion and enrichment, create evaluation harnesses, and integrate agentic workflows to support research and product teams processing tens of millions of records daily.

Design and build a component-driven frontend and design system, implement semantic search and data visualizations, collaborate with designers and engineers, and define frontend best practices for complex data products.