Director of Business Strategy and Innovation at Sadaway Pvt. Ltd., formerly Indus Cosmeceuticals. The company began in 1976 as a research and analytical laboratory in Faridabad, India, and today manufactures organic beauty and personal care products under Indus Valley Organic Beauty, MINA IBROW and Bio Organic, sold across India, the United States, Europe and Asia.
I build tools for real-world operators.
I set product direction, operating boundaries, and release standards. Public code and documentation are AI-assisted and reviewed, and every proposed release is checked against those standards before publication.
Repo Scout — evidence-led evaluation of public developer and AI tooling. Reports what the evidence supports, and reports the rest as unknown.
Follow Through — finds the commitments people make out loud in a meeting transcript, and tracks each one until somebody closes it with a reason. Reads English and Hinglish, because most meetings in India are not held in one language. Runs entirely on your machine: no account, no API key, and no way to upload anything. Version 0.2 was measured against 6,320 real meeting records — IETF working-group minutes and US congressional hearings — and the README carries the score, including the parts of it that are poor and the question the corpus could not answer.
Show Your Work — finds the numbers in a
spreadsheet that nobody can explain: a formula someone typed over, a total that stops
one row short, a cell quietly doing something different from the column around it.
It says which numbers the sheet cannot account for, never that a number is wrong.
Local only, and cell contents stay out of the report unless you ask for them.
pip install unexplained-cells — the command is still show-your-work; the plain
name on the package index belongs to somebody else's project, so it was left alone.
Before You Send — reads a PDF and
reports what is still inside it that you may not mean to send: text under a box that
was never removed, an earlier version of the document kept in the same file, an
attached spreadsheet, a name left in the properties. It never says a file is safe to
send, and it reports the places it could not see into separately from what it found.
Local only, and what it finds stays out of the report unless you ask for it.
pip install before-you-send
Four tools, one rule. Each one reads something people already produce — a repository, a meeting, a spreadsheet, a document about to leave the building — and reports only what it can actually check. Absence of evidence is reported as unknown, never as a confirmed no, and none of them claims a certainty it cannot support.
- On the Python Package Index: unexplained-cells and before-you-send
Useful tests, clearer evidence, reproducible examples, honest limitations, and bounded technical ownership are first-class contributions.