Sivakumar Natarajan

I'm a Product Manager with 13+ years in digital product strategy and 4+ years leading data-driven product development across SaaS and platform ecosystems.

My work sits at the intersection of product strategy, AI/ML adoption, and customer experience. I've built and shipped AI-enabled features using LLM architectures, RAG pipelines, and vector search — and I care deeply about responsible AI practices, not just shipping fast.

I've owned roadmaps for platforms serving 1M+ monthly active users, led multi-region product rollouts, and built the data infrastructure to measure what actually matters. I work best in environments where product, engineering, and data are genuinely collaborative.