At GoodFit, we developed a hybrid classification platform that uses LLMs to bootstrap training data, human-in-the-loop workflows to validate and improve predictions, and traditional machine learning models to provide scalable, high-quality company classification across the web.

Al is an experienced SaaS CTO with a PhD in statistical computer science and machine learning, Al has worked across start-ups and scale-ups building data-driven products, teams and platforms, with a particular interest in applying statistical machine learning, predictive modelling and large-scale data processing to real-world business challenges.