Systems over symptoms.
I build tools that find the pattern before the outcome does — a dopamine loop before it becomes a habit, a grade before it becomes a regret. Built across late nights, exam pressure, and too much curiosity.
"Two years of building. Two products live. First 100 users, zero rupees spent finding them."
| Status | Student, Saharanpur, India |
| Stack | JavaScript / TypeScript, Python, React |
| Focus | Systems that predict + systems that recover |
| Mode | Self-taught. Ships in public. |
"Students don't fail because Class 11 is hard. They fail because the gaps compound silently, long before the report card shows it."
"You don't lack willpower. You have a hijacked reward system. This fixes it."
"NSE moves in seconds. News takes minutes. Verdikt closes that gap."
Open to collaborators, hard problems, and people who think in systems. I answer everything.