How to use this page
I had people who pointed me to the right thing at the right moment, and never sent a bill. This page is me paying that forward. If you are starting fresh, work the cards in order: learn the foundations, pressure-test them against the book, build a resume that survives the filter, then go find the role. The last one is me, for when you are genuinely stuck on something specific.
Quant Finance Interview Guide
Eighteen chapters, from Brownian motion to value at risk. Read it cover to cover, or quiz yourself against it with the tutor that only answers from the book.
The learning path
An ordered path through Python, statistics, machine learning, and your target track. Free videos from people who actually do the work, not university lectures.
Resume Lab
A guided builder that hands you an editable resume in a clean, ATS-friendly format, plus a copy-paste prompt for whatever AI you already use.
Fresh roles in quant, risk, data and AI
Recent roles pulled straight from company career pages, filtered to quant, risk, data and AI, each linking to the original posting. No recruiter spam, no LinkedIn scraping. Apply at the source.
Ask me something specific
I do not charge for this, and I am not going to. I share what I have curated, for free. If you are genuinely stuck on something specific, reach out on LinkedIn with one real question. Keep it specific, not "teach me everything," so I can actually be useful to you. Specific beats broad, every time.
This page is a starting point, not a guarantee. Everything here reflects my own experience and is shared in good faith. Do the work, and it compounds.