About
I'm Vishal — Python by default, Pandas most days at work, frameworks when the same glue shows up twice.
Day job & data
Most weekdays I'm in data analysis mode: Pandas pipelines, validation, turning awkward exports into something you can trust. That's where pdschema came from — schema contracts for DataFrames that teams actually want to enforce, not just document once in a wiki.
Frameworks over boilerplate
I'm less interested in one-off scripts that rot in a folder, and more in reusable layers — policy-driven tooling, UI patterns that don't fight session state, CLIs agents can run and verify. ShipGate is the flagship: one policy file, a metadata-driven tool catalog, local CI and pre-commit without hand-rolled glue, plus AST refactor rules when lint isn't enough.
streamtabs is the same instinct for Streamlit — tabs and session state without spaghetti.
Also building
Market-research experimentation, document workflows, and agent-friendly SDLC tooling — themes that show up in public packages when they're ready to ship. You'll see areas listed in the In progress strip before cards appear.
Get in touch
vishal.k.mishra2@gmail.com github.com/inquilabee PyPI back to projects