Grownout
Co-founded, architected, and scaled an AI-powered hiring platform from the first line of code to strategic acquisition in under four years.
- Hiring platform
- Co-founded, architected, scaled
- Acquired in under 4 years

The work
Hiring runs on judgement that is hard to encode and easy to get wrong. Doing it with classical ML meant being honest about what the model could and could not decide.
Co-founded and architected from the first commit through to strategic acquisition in under four years.
What we delivered
- Co-founded and architected from the first line of code
- Classical ML applied where it genuinely outperformed heuristics
- Scaled the platform and the team behind it
- Strategic acquisition in under four years
More work
Have something like this to build?
Start with an audit. We map the highest-value opportunity, then ship it in 42 days.