My posts


Value-Plan Methodology - My Approach to Productivity

In this post, I present Value-Plan Methodology, my personal approach to productivity that helps me to ensure that I am working on the right things at the right time. I will introduce the methodology, explain its core principles, and provide an example of how it can be applied in practice.
Date: 16.02.2025

Experience and Context Prompting

In this post, I will present the idea of concept prompting and how it can be used to create a bot that can automate tasks that can be done within a text-based linux environment.
Date: 02.09.2024

Regression from Bayesian perspective - The Coin Perspective

In this post, I present a small analysis of the regression problem—the task of approximating a mapping from inputs to outputs. Specifically, I focus on the correct formulation of the problem using a Bayesian perspective. To do so, I simplify the problem by considering a collection of coins. This simplification allows us to explore the problem in a more intuitive manner.
Date: 29.08.2024

The pathodology of ETHUSD Perpetual

In this post, I explore the currently existing paradox of ETHUSD perpetual and how it is used by cryptocurrency company Ethena to obtain almost risk-free interest that exceedes the currently available bank interest rates.
Date: 03.07.2024

Competitive insurance pricing using model-based bandits

Summary of my paper "Competitive Insurance Pricing Using Model-Based Bandits" written with my supervisors David Siska, Lukasz Szpruch and co-author Tanut Treetanthiploet.
Date: 12.06.2024