now

What I am working on now

Short notes on what is active this month.

nowJuly 2026

Projects in progress

Starting a C++ vol surface calibration engine for Heston, SABR, and rough Bergomi, plus an options market making engine on the Avellaneda Stoikov framework.

nowJuly 2026

Technical deep dive

Stochastic calculus, numerical methods for PDEs, and volatility modeling, working toward MSFM. I am closing my options and derivatives gap deliberately because that is the area I most want to be fluent in before the program starts.

nowJuly 2026

Competing and prepping

Running a structured technical interview curriculum across probability, statistics, linear algebra, options, and brainteasers.

nowJuly 2026

Reading

Currently: Gatheral, The Volatility Surface. Next: de Prado, Advances in Financial Machine Learning.

nowJuly 2026

Open question

How much of prediction market mispricing is information asymmetry, how much is execution and fee constraints, and how much is plain behavior? PRISM made me think the third bucket is bigger than people admit.

Last updated: July 2026