I build neural networks that actually learn. From music genre classification to emotion detection in text, I understand how to extract meaning from data. Training pipelines, data augmentation, evaluation, deployment. I've taken models from notebook to production, not just tutorials.

I think in terms of market mechanics. I built a backtesting engine so traders can validate strategies before risking real money. I understand quantitative analysis, risk management, market microstructure, and how small errors compound into catastrophic losses. Numbers need to be right.

I ship products end-to-end. AntarYatra went from idea to a live, deployed platform with real users. I handle architecture decisions, performance trade-offs, and actually think about user experience. React to databases to deployment, I know the whole chain.