amakroz.

Quantitative finance & mathematics

Ayoub
Makroz.

A quant and mathematics PhD student, working at the intersection of financial models, numerical methods, and mathematical reasoning.

More about me

Understanding the model.
Questioning the assumptions.

I work in quantitative finance, with experience in financial modelling and model validation, including FX pricing and risk models. I am also a PhD student in mathematics at Wrocław University of Science and Technology.

This site brings together my independent work and technical interests: how models are constructed, how they behave numerically, and how their assumptions shape the results.

I

Quantitative finance

Pricing, sensitivities, and risk. Connecting mathematical models with their financial interpretation.

II

Numerical methods

Simulation, approximation, and computation. Understanding accuracy, convergence, and implementation choices.

III

Mathematics

Careful definitions, explicit assumptions, and clear arguments. The foundations behind the methods.

From an idea
to an implementation.

Independent work
First projects coming soon

This space is reserved for independent implementations, experiments, and their accompanying explanations.

Notes, worked examples,
and longer arguments.

Technical articles
First articles coming soon

Writing on quantitative finance, numerical methods, and mathematics—with the assumptions and calculations made explicit.