Four products, three registers. Each entry below lists the problem it was filed to solve, its current status, and what it has reached so far.
Three platforms tackling the same fault line — quality exam prep locked behind cost or access.
Problem: Quality previous-year-question practice was locked behind expensive apps and scattered PDFs. Solution: 4,000+ real previous year questions for AMU, JMI, JEE & NEET, with a live OMR-style exam simulator — 100% free, no account needed.
Problem: Students study for hours without knowing which topics they're actually weak in. Solution: An AI-powered study tracker for JEE & NEET that shows real accuracy per subject, in real time.
Problem: Coding education in India is mostly taught in a language and register that doesn't meet students where they are. Solution: Gamified coding courses — Python, JavaScript, HTML/CSS, React — in Hinglish or English, from ₹49.
Problem: Preparing for the 8 Science Olympiad Foundation exams means piecing together resources from a dozen different, often expensive, sources. Solution: One affordable platform covering all 8 SOF exams — previous year questions, mock test papers, unlimited question practice, and chapter-wise video lectures.
Infrastructure-layer tools — built for the builders and the systems underneath them.
Problem: Verbose prompts waste 30–50% of input tokens on every LLM call — pure overhead on cost, latency and context limits. Solution: A multi-pass prompt & token optimizer for ChatGPT, Claude, Gemini and other LLMs — same intent, fewer tokens, lower API cost.
Problem: India doesn't have an operating system built around its own users' privacy, defaults, or context. Solution: A privacy-first operating system for India, currently in early build — domain and public details to follow.
Infrastructure for places connectivity doesn't reach.
Problem: Smart-agriculture systems assume constant internet access — something most Indian villages don't reliably have. Solution: A sustainable smart-agriculture system that runs fully offline, controlling an entire village's agricultural operations from a single central gateway.