Blog

Long-form posts, experiments & deeper dives into finance, tech, and quantitative analysis.

Series · 8 parts

The Flywheel Hidden Inside Coinbase's Income Statement

A bottom-up look at seven business lines, one accounting rule change, and the single contract renewal that determines whether the margin story holds in 2026

The Lego-fication of Finance

Why Composability Is the Most Important Word You're Not Talking About

Crypto's Transparency Paradox: How We Built Something We Can't Explain

This piece references the crypto market crash of January-February 2026, triggered by broad risk-off sentiment.

TradFi Methods for Digital Assets: A DCF Framework for Crypto-Native Companies

An investigation into using DCF Modeling for Crypto-native companies.

A Basic AI Model Implementation

This is a demo for AI model development.

Intro to Finance & Options (STEMS 2024)

Notes from an introductory session on Options at STEMS 2024 Camp (CMI). Covers fundamental ideas of Financial Mathematics and explains the structure of options.

Stochastic Variational Inference (SVI) with Pyro

An in-depth explanation of the Pyro tutorial adapted from Statistical Rethinking. Explores the relationship between topographic heterogeneity and GDP per capita using Bayesian inference.