Disclaimer: An independent concept study by Kaushal Khodifad. Not affiliated with JPMorgan Chase. Built from public sources; figures are illustrative.return to portfolio
Disclaimer: An independent concept study by Kaushal Khodifad. Not affiliated with JPMorgan Chase.
AAtlas
● Partner Aurora onboarding

Data Products · Featured briefs

Three data products, designed end to end

Each brief runs the same discipline - problem → data-product gap → platform solution → success scorecard - on real, cited inputs. They show the thinking behind a Gold product, not just its row in a catalog.

Servicing & regulatory · CFPB
Dispute / Complaint-Intelligence

A card-scoped, de-noised, narrative-enriched product over CFPB complaints - emerging-theme detection before the regulator's annual report.

≈528,000
Credit & risk · real-time
Fraud / Transaction-Risk Score

A governed, reusable real-time risk score returned inside the auth window - published as a data product with contract, SLA, entitlements, and SR 11-7 monitoring.

0-99 · ~400 attrs · <1 ms
Engagement · App Store / Play
Cardmember Voice-of-Customer

A curated review corpus that mines the negative tail across 10M+ ratings to catch regressions in hours - curation is the moat that stops GenAI hallucinating on raw reviews.

4.8 / ~9.3M

↑ An independent concept study by Kaushal Khodifad. JPMorgan Chase is a real company in the card data & analytics space; the design and the working prototype above were built independently. Not affiliated with, endorsed by, or representative of JPMorgan Chase's actual product. Data is from public sources. Figures are estimates.

Return to portfolioOpen the live demo