Market Intelligence · Data Products
I turn fragmentedpublic data intomarket intelligence.
I design and build data products that pull signal from scattered, hard-to-reach public sources and turn it into something teams can actually decide on.
Selected work
Examples of public data turned into decision-grade intelligence. Details on request.
Hyperlocal competition monitoring platform
An intelligence platform that tracks competitive fiber rollout at the address level — who builds where, who pulls back, and how the local market shifts. Landing-page monitoring and tagged local-news briefings complete one operational picture.
Knowing where projects will emerge
Long before a planning or construction project is ever tendered, its intent already exists — surfacing quietly in local political discussion. This project observes these intents as they form, across whole regions, and follows them as they harden into plans and, eventually, real projects. The point is being first — early enough to act, and to reach the right people while a project is still taking shape.
About
I am Thomas Zipner, a market intelligence professional with a full-stack engineering and solutions architecture background.
For 15+ years I have built web apps, websites, APIs and web services professionally. I work end to end: data acquisition from fragmented sources, pipelines and tagging that make information analyzable, and interfaces that make it useful in daily operations.
What drives me is exploring the mechanics and challenges of different markets and industries, then turning that understanding into tools teams can actually use.
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