An Associate Product Manager with 7+ years across B2B SaaS, data platforms and GenAI. Core member of KNIME's 0-to-1 Team Plan launch, shipping AI agents and building RAG products independently.
I'm an Associate Product Manager with over seven years of experience across B2B SaaS, data platforms, and GenAI products. At KNIME, I was a core member of the 0-to-1 launch of the Team Plan SaaS product, where I owned beta testing, discovery calls, the product backlog, and go-to-market execution. I also shipped three public AI agents that together drove more than 1,000 downloads across 35+ analytics solutions.
Outside of my day job, I independently build AI products. I've created a RAG system for querying financial documents with page-level citations and a live MCP assistant for the FIFA World Cup. I'm passionate about the intersection of data, AI, and product thinking, and I bring a builder's mindset to every problem I work on.
I'm currently based in Berlin and actively looking for APM or PM roles in AI and data products across Germany or India. I hold an M.Sc. in Data and Knowledge Engineering from Otto von Guericke Universität Magdeburg and a B.E. in Computer Engineering from Mumbai University.
Identified a gap in structured, free PM interview prep and built PM Gym from scratch. A learning platform with three difficulty levels (Beginner, Intermediate, Advanced), topic-based lessons, 40+ quiz questions, full case studies with model answers, and a curated resource library. Defined the North Star metric (Daily Active Learners), designed the user flow, and shipped the MVP.
Built a RAG product that lets users query financial reports in plain English with page-level citations. Designed the retrieval pipeline, chunking strategy, and evaluation framework from scratch.
Designed and shipped a live MCP assistant providing real-time match data, standings, and smart filtering for the FIFA World Cup 2026. Built custom tool integrations and deployed on Render.
Built 70+ analytics templates as a two-person team, now live on knime.com/templates. Coordinated across Sales, Marketing, and the website team to shortlist use cases, prioritise by business impact, and ship end-to-end.
Shipped a GenAI agent that automates expense reimbursement validation for enterprises, reaching 500+ downloads on the KNIME platform. Scoped use cases with Sales and enterprise stakeholders.
I'm actively looking for APM / PM roles in AI and data products — anywhere in Germany or India. Let's connect and talk product!