I am Berk.
This is where I collect the projects I work on and the implementations I write. At the moment I am reading the foundational papers of quantitative finance in order and implementing them; working versions of these papers are hard to find, so I share what I build here.
01Work
Quant Finance Papers
The foundational papers of portfolio theory, starting with Markowitz. Each one comes with a repository and an interactive page.
12 papersGo to the series →Federated Learning for Breast Cancer Segmentation
Trained from scratch for tumour segmentation on mammography images. The model was also tested under federated learning and homomorphic encryption, without patient data ever leaving its source.
Go to the project →