Analytics Data Engineer · Data and Analytics Strategist · Author
A Staff Analytics Engineer with 15+ years of experience building data foundations and growth analytics for startups, enterprises, and consulting clients. In recent years, Kanja has designed self-serve analytics and Gen AI–ready platforms for flagship AI/ML products at AWS, focusing on transforming complex B2B SaaS telemetry into actionable success metrics that drive revenue.
Featured post
Two teams, same company, same quarter — different churn numbers. This is not a people problem. It is a foundation problem. The four layers between your raw data and your decisions explain why.
Feb 27, 2026 · 7 min read
Portfolio
A conversational agent that answers "what happened to revenue this week and why" by joining structured revenue metrics with unstructured customer ticket signals. Built with LangChain, pgvector RAG, Groq, and React.
Python · LangChain · pgvector · ReactBook
A Product Analytics Framework for Accountable Business Performance — the O2R (Observability to Revenue) framework for connecting your data platform to the decisions that drive growth. 20 chapters covering data foundation, GTM alignment, and AI-powered analytics.
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