A Quant Digging for Intuition Behind the Formulas

My name is Leslie Ren. I work in quantitative finance and started this site to write about pricing models, risk frameworks, and the connection between theory and what actually happens in practice.

When I read textbooks and papers, I sometimes find it hard to see the intuition behind the formulas, and shorter articles often skip the technical details I want to see. This site is my effort to narrow that gap. I keep the mathematical framework intact because rigor is what makes a concept feel complete to me, but working with models on the desk taught me that the formula is never the whole story, and the ideas behind it are what carry over to real problem solving.


What I Write About

Quantitative Finance Concepts
The math behind models: stochastic processes, derivatives pricing, and risk modeling. Most articles start from why the idea matters, then build the intuition from concrete examples.

Practical Industry Insights
General lessons and principles from working with quant systems in practice: the model choices, the edge cases, and the things you only notice when theory meets reality.


Get in Touch

If something resonates, or you think I’ve got something wrong, I would like to hear from you.

[email protected]


Some articles are written with AI-assisted drafting and editing where helpful. All analysis, interpretations, and conclusions are my own.