Siddharth Gupta

Predicting Startup Outcomes Using Explainable Machine Learning and Y Combinator-Inspired Feature Engineering

Early-stage startup success is notoriously difficult to predict, yet the stakes for getting it right - whether for investors, accelerators, or founders themselves - are substantial. Most existing machine learning approaches lean heavily on generic features from Crunchbase or PitchBook, and in doing so tend to miss a ca...