Selected work

Case study · Parakh

Hackathon · IDBI Innovate 2026

A credit score you can explain.

Parakh is a credit-intelligence dashboard built for IDBI Innovate 2026. About a minute after an applicant consents, an underwriter gets an explainable health score, the evidence behind it and a recommendation they can sign.

Type
Hackathon · IDBI Innovate 2026
Year
2026
Role
Design and build
Stack
React, Vite, Python API, SQLite
Parakh assessment for Saraswati Kirana & General Stores: health score 704 (B+), verification index 92/100, PD 0.1% and an Approve recommendation.
Assessment · one application, end to end

Hackathon build with synthetic data.

The decision

A score, the evidence behind it, and a recommendation an underwriter can sign.

The health score sits next to the verification index, the 12-month probability of default and the engine’s recommendation, with the reasons spelled out rather than hidden in a model.

An explainable decision, about a minute after consent.

Hackathon build for IDBI Innovate 2026 · synthetic data