Let's Build Your Data Foundation.
Have a data challenge you'd like to discuss? I'm always open to a chat. Book a free, no-pressure 30-minute discovery call below, and let's see how I can help your company grow.
When I'm Not Building Dashboards...
You can usually find me planning my next move in a game of chess, researching public and private market investments, or exploring how AI can be used to automate and scale processes. I'm constantly challenging my own assumptions to make better long-term decisions—a principle I bring to every client project.
From the Trenches of High-Growth Tech
For the past three-plus years, I've been focused on helping B2B SaaS companies solve these exact problems.
My experience includes building the data infrastructure for autarc, a YC-backed startup, where I worked to connect complex product usage with revenue data to create a competitive advantage. This real-world experience means I know how to avoid the common pitfalls and build systems that scale with your business.
Data Should Create Clarity, Not Confusion.
Too many companies have access to incredible amounts of data but are paralyzed by it. Dashboards are messy, metrics are contradictory, and nobody trusts the numbers. This leads to guesswork, wasted resources, and missed opportunities.
I believe in a different approach. A well-designed data system should feel like turning on the lights in a dark room. It should be simple, trustworthy, and directly tied to your most important business goals—like increasing revenue and improving your product.
Hi, I'm Christoph. I Help SaaS Companies Turn Data Into Growth.
I’m a freelance data scientist based in Berlin. My mission is to help ambitious B2B SaaS companies move from "data-rich, insight-poor" to making confident, data-driven decisions every single day. I do this by building clean, powerful, and unified analytics foundations, with a special focus on the modern data stack: PostHog, Stripe, and HubSpot.
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