Forensic Market-Research Platform for Indian Markets
Gaureesh Vats Shukla
FinMinutes: a forensic market-research platform, built solo
The goal Build a research platform for Indian markets where every number on a page can be traced to a filed document, not copied from a press release.
What I built
150+ IPO offer documents read and turned into structured pages, each figure carrying its page reference
500 company terminals with valuation, earnings quality and cash-flow checks
50+ calculators and planning tools
Custom WordPress theme and a set of plugins (IPO engine, company engine, industry engine, market movers) on a Supabase backend
An LLM extraction pipeline that reads 300 to 500 page filings in phases and validates the output before it is published
How it holds up
Pages are served from prebuilt snapshots, so a traffic spike never hits the database
Load-tested at 40 concurrent requests with zero database calls from page views
The result A live product, designed, built and run by one person, from data pipeline to front end.
Caption for image 2: The terminal hub: every index, IPO and planning desk from one screen.
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Posted Oct 10, 2026
Research platform for Indian markets, built solo: 150+ IPOs read, 500 company terminals, 50+ tools. Every figure traced to the page it was filed on.
