LiveMarket Research
Opportunity Intelligence
A local-first intelligence engine that turns public business conversations into scored, validated opportunities. Publishes its own research every week.
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QA Engineer & Builder
I build systems that find what’s worth building.
By day I break software for a living. On nights and weekends I apply that same precision to the question every builder eventually faces: how do you know what’s actually worth your time?
Live from the pipeline
510+signals analyzed
150pain signals detected
11opportunities scored
What I’m building
Opportunity Intelligence
510+
Public signals analyzed
150
Pain signals detected
7
Industry gaps identified
Every Monday
Research delivered
How I work
The QA mindset, applied before the build
01
Test the assumption before writing the code
Most products fail for reasons that were knowable before launch. I apply QA instinct upstream — to the idea itself — before a line of product code exists.
02
Build systems you can read back later
No black boxes between the data and the decision. Every score is reproducible. Every output has a traceable source. If you can't explain why the pipeline returned that answer, it isn't done.
03
Ship the proof with the product
Every project I build publishes its own evidence: live metrics, weekly research, honest verdicts. If it's working, it should be visible. If it isn't, the data should say that too.
“I don’t guess what to build. I build the thing that tells me.”
Connect
Building something? I’ll always take the call.
Whether you want to talk shop, compare notes on a market, or just get the weekly opportunity research in your inbox.