Over the past year I have been building an end to end pipeline for fine tuning, and in doing so, I accidentally came across a problem that apparently not many people are interested in solving, so diverged to build a solution I genuinely believe solves a real problem and now I'm at a fork in the road.
The problem we're solving:
Industries like automotive, healthcare, legal, and finance are sitting out of the AI wave not because they lack data, but because their data is too sensitive to use directly for fine-tuning. Nobody wants to feed real customer conversations into a training pipeline and hope for the best.
I kept seeing people at thrift stores photographing items to Google them one by one. It takes forever and the results are unreliable.
So I built Estimatik: snap a photo of any secondhand item AI identifies it, assesses condition, and gives you a resale value range on eBay. 10 seconds, no manual research.
I m the founder of CodemasterIP a platform built to help developers, startups, and creators protect and manage their intellectual property in a simple and accessible way.
What makes CodemasterIP different?
Protect your code and digital assets
Clear ownership and authorship management
Fast process, no unnecessary bureaucracy
Built specifically for makers, SaaS founders, and tech teams
Hey I'm Nouman Nawaz, building in the AI compliance space.
Before I show what we made, here's what pushed us to build it, because I think a lot of founders here are sitting on the same ticking clock without knowing it.
Three founders. Three different products. Same brutal surprise.
One lost a $120K enterprise deal because procurement asked for an AI risk assessment and they had nothing ready.
