The short version

I'm a Computer Science student at Manipal University Jaipur, currently obsessed with a question: how do you build smarter financial systems without compromising the people behind the data?

My research involves building synthetic financial data generation pipelines using GANs and VAEs that satisfy differential privacy constraints. It sits at the intersection of fintech, data privacy, and machine learning — the kind of problem where getting it wrong has real consequences.

Before I was debugging neural networks, I was debugging arguments — as School Head Girl for 1200+ students, MUN Director General, and debate head. Turns out, the same structured thinking that wins a debate also helps you design a clean data pipeline.