Personalized Outreach EnginePersonalized Outreach Engine

The problem

Generic blasts get ignored. Real outreach means researching each person and writing something they will actually answer, and that does not scale by hand. So either the volume drops or the quality does. Usually both.

What I built

A system that researches each target, pulls the one hook that actually matters to them, drafts a first email in a consistent voice, and routes it for a quick human check before it sends. The same engine runs investor-to-founder outreach at Akro and my own job outreach, because the principle does not change: lead with proof, tie it to their world, ask for fifteen minutes.

The result

Hours of research and writing collapse into a short review. It books real conversations instead of landing in spam, and it is the cleanest proof of what I ship: a working system, in production, doing a human's job well.