Jack Pertschuk is an engineering leader with 12 years of experience building production-grade systems and shipping research-driven improvements in vector search and information retrieval. He has played founding and senior technical roles at Pinecone—advancing ANN algorithms and IR efficiency—and now contributes at Cursor while continuing to bridge research, publishing, and production deployment. Jack combines hands-on systems and ML database expertise with management experience from leading engineering teams and co-founding a startup focused on conversational eCommerce assistants. His background includes building large-scale eCommerce features at Squarespace and practical OS teaching at Cornell, reflecting both product-facing impact and academic rigor. Based in New York, he gravitates toward thorny, real-world problems where algorithmic novelty meets operational reliability. A detail that sets him apart is his track record of translating state-of-the-art retrieval research directly into shipped platform improvements.
NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)
Contributions:1107 commits, 18 PRs, 573 pushes in 8 months
deployingapiscalabletransformer-modelsplatforms
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