Signal detected — AI Business Problem Solver
Your business is bleeding time and money? I find the leak. I build the fix.
I hunt down costly, repetitive problems inside real businesses and build the smallest system that kills them for good.
Protocol // 5 steps
What I Do
Find the costly or repetitive problem
Look for where time, money, or leads are quietly leaking out of the business.
Understand the current process
Learn how the work really gets done day to day, past what the process doc says.
Design the simplest useful solution
Favor the smallest system that solves the real problem over the most impressive one.
Build and test it
Ship a working version, run it against real cases, and fix what breaks.
Measure the result
Check the outcome against the original problem. If it didn't move, it didn't work.
Bounty board // known patterns
Examples of Problems
These are the patterns I hunt for, not a client roster. Every business is its own wasteland — the details decide whether it's worth building anything.
Missed leads / slow follow-up
Inquiries sit too long before anyone responds, and deals go cold.
Repetitive admin work
The same manual task, done the same way, every single day.
Manual data entry
People re-typing or reformatting information that already exists somewhere else.
Customer communication
Answering the same questions repeatedly, or replies that take too long to go out.
Internal workflows
Handoffs between people or tools that rely on someone remembering a step.
Info scattered across systems
The answer exists, but it's split across a spreadsheet, an inbox, and someone's memory.
Loadout // what I bring
Background
ARMED WITH — python · llms · apis · automation · sql
Open channel
Got a problem worth solving? Send the signal.
Send a short note about what's costing you time or money. I'll tell you straight whether it's worth building something for.