Data professional based in Pune. I work in analytics, building pipelines, structuring messy data, and making systems that don't break under pressure. Investing has been a parallel obsession. Not because I wanted to become a fund manager but because I couldn't find a process I actually trusted. So I built one. Spent 2+ years testing screener logic, backtesting combinations, and figuring out why most retail portfolios underperform. Not because of bad stock picks but because of bad process. The answer, every time, was the same: emotion over system. Outside of data and markets, I'm someone who reads more than I talk, thinks in frameworks, and gets unreasonably interested in how things actually work under the hood. This page is an experiment of sharing what I've built. No courses. No signal groups. Just a conversation and a framework.