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Santhoshkumar Biradar
Principal Product Leader specializing in AI search and intelligent enterprise commerce
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About
Principal Product Manager with 8+ years leading a large-scale AI search platform for SAP e-commerce products, owning strategy through execution for a system serving 15+ billion documents and 50 million queries per day at 99.99% uptime. Built the product from 0 to 1 using RAG, vector search, embeddings, and LLMs, then scaled it iteratively across 9 applications and multiple global languages while navigating complex cross-functional and customer-driven priorities.
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Key Strengths
- 8+ years as a Principal Product Manager
- Built AI search platform from 0 to 1
- Owned strategy, vision, and execution for large-scale search product
- Scaled system serving 15+ billion documents and 50 million queries/day
- Operated product with 99.99% uptime
- Strong cross-functional leadership across engineering, data science, UX, SRE, support, and GTM
- Influenced adoption across 9 application teams
- Pragmatic prioritization using ROI and reusability
- Strategic scope reduction to unblock delivery
- Iterative international expansion across English, EU, Japanese, Korean, and Chinese markets
- Customer-driven product discovery with early adopters
- Balanced ML accuracy and latency through embedding-dimension tradeoff
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