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applied AI / product / New York
Ross Pingatore
Applied AI, product, deployment. New York. Usually somewhere between a notebook, a terminal, and a room with too much signal.
What I actually do
Systems that hold up under pressure.
Agent workflows, product context, and production loops.
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Behavior
Product judgment for places where the inputs do not stay clean.03
Execution
Small loops: ship the thing, inspect it, tighten the next pass.How I think
The edge cases are the work.
- Start where the system meets the real world.
- A shipped thing teaches faster than a clean theory.
- The room changes the product.
- Bad input is evidence.
- If it only works in a demo, keep working.
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