The Dirty Little Robot

Florentin SERBAN
Bogdan-Petru VRINCEANU
Andreea STANA

Keywords

Algorithmic trading, Cryptocurrency, Back-testing, Risk management, Trading strategies, Technical analysis

Abstract

In a time marked by significant technological progress, the capital market environment is experiencing swift and transformative changes. Central to this transformation is the integration of algorithmic trading, driven by advanced algorithmic robots (algobots) and powered by state-of- the-art artificial intelligence (AI). This article offers an extensive examination of the substantial influence of algorithms and AI on making financial decisions, illuminating the numerous benefits, associated risks, and broader consequences for enhancing investment results. We embarked on an endeavor to create and evaluate a groundbreaking algorithmic trading bot referred to as "The Dirty Little Robot."