Mentorship

Start here.

Most people charge for this. I would rather hand you the free version. Think of this page as a mentor: tell yourself roughly where you are, and it points you to the next right step. Learn the foundations, practice with the book, build your resume, or ask me something specific.

No paywall, no upsell. Everything linked here is free and curated by me. The only thing I ask in return is that you actually do the work.
The book 11,000+ downloads

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.

Interact with the book Download the book ↗
Learn

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.

Start learning
Resume

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.

Open Resume Lab
Work with me

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.

Reach out on LinkedIn ↗
Jobs Coming soon

Fresh roles, last 24 hours, matched to you

A free alert for roles in AI and finance, posted in the last 24 hours, pulled from across the web and not just the big boards, matched to the role you are chasing. Fewer applicants, better odds. Building it now.

Coming soon

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.