My businesses / projects
Malta, Poland, Cyprus, United Kingdom, Portugal, Spain, Colombia
Direct investment into companies, project financing, brokering of deals
ECONOMICS, INVESTMENTS, CUTTING EDGE TECHNOLOGIES
Piotr graduated from the Akademia Ekonomiczna in Poznan, Poland (currently Poznan University of Economics) in 1999, with a Master of Science Degree, specializing in Economics. This study provided Piotr with extensive knowledge of mathematics, econometrics and statistics as well as managerial skills.
Piotr has always been fascinated with capital markets and started trading on the Warsaw Stock Exchange as a teenager in 1992, shortly after the exchange was reactivated in Warsaw following decades of communist rule in Poland. The transformation of the Polish economy from a communist system to a capitalist free market driven economy, gave the opportunities for Piotr to invest in pre-IPO shares of many Polish companies which allowed Piotr to quickly accumulate his capital base.
Computer programming and its applications in finance have always been of a great interest for Piotr
ARTIFICIAL INTELLIGENCE TRADING SYSTEM
In 2006 Piotr has launched a project to employ machine learning algorithms and high performance computing to develop and implement fully automated trading system for spot fx and CFDs. It took Piotr and his small team of highly qualified mathematicians, engineers and programmers almost a decade of relentless research in the area of mathematics, statistics and traders behavior, as well as building custom design computer clusters to develop his first fully autonomous trading system. The system is capable of detecting even short trends in financial instruments price action, analyze risk, take leverage and route trade orders to a broker. The system incorporates train-test-predict feedback loop and a modular design that allows to add uncorrelated strategies to smooth the performance curve on the fly, while custom made high performance parallel computing cluster constantly analyses the data feed from the financial markets.
After a very rigorous testing faze of the system it was deployed on live trading proof of concept accounts in early 2015. Since it's initial launch the performance has always been in range of high double digit percentage returns per year.
Piotr holds all the intellectual property rights to the trading system and is dedicated to further expansion of the system and securing its robustnes in face of any unprecedented events on the markets. At the same time Piotr is looking forward to any third party effort for commercialization of this project.
HIGH PERFORMANCE COMPUTING
In 2015 Piotr has designed and build a 40.000 computing core system for modelling of non stationary time series.
System is running custom made software for parallel computing using CUDA and MPI capable in processing of martices of 4.5 billion x 120 million data points for pattern recognition.
MACHINE LEARNING / ARTIFICIAL INTELLIGENCE
Piotr has extensive experience in application of Artificial Neural Networks, Support Vector Machine and Hidden Markov Models.
Since 2010 Piotr has invested considerable resources into development of hybrid machine learning systems for pattern recognition in financial data. The product of this research is an algorithm for predicting of prices of highly liquid assets like currency exchange rates, commodities and stocks.
Since 2020 Piotr is involved into development of a system for forecasting of power generation and consumption on European markets. The purpose of this project is to develop algorithms that would allow more efficient use of generation resources. The benefits of the project reach beyond goals of economics but also can help to reduce emissions associated with conventional power generation.
KNOWLEDGE IS POWER
Piotr has been always fascinated with ambitious people and is in constant search of highly motivated and talented scientists, IT engineers and programmers.