Featured · writing and press

Words, externally validated.

Features, expert commentary, and one book-length act of public service. Everything links to the source, because claims without citations are just vibes.

Press features · Business Insider

Four features and counting.

Expert commentary · CFO Drive

When finance leaders ask, I answer in print.

Gupta · Mehta Quant Finance Interview Guide: Graduation to Job Offer Zenodo · Open access

11,000+ downloads. 9,300+ views. Zero paywalls.

A complete preparation guide for quantitative finance interviews, co-authored with Mehul Mehta and published open access on Zenodo. From stochastic calculus warm-ups to the behavioral round, written for people who want the offer, not the mystique.

Download on Zenodo ↗

Working on something? I talk to journalists and editors about AI and quant finance.

Agentic AI and model risk, AI governance in regulated finance, derivatives pricing and Monte Carlo methods, Value at Risk and portfolio analytics, volatility and market structure, credit risk modeling, and what it is actually like to ship AI inside a large company. Personal capacity, my own views, fast replies.

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