Artur Koper

Data Scientist / Quant researcher/developer / Data Analyst Quant researcher/developer with strong focus on building robust rule based systems/portfolio - MFT/HFT on CFD contracts/crypto derivatives and research/trading infrastructure (connectivity, data pipelines, feature/targets creation). In workflows i mostly use techniques like Monte Carlo stress tests, optimization techniques, live/demo monitoring and features based on financial/sentiment/macro/alternative/data. In my personal trading/research journey i replicated over 30+ academic papers with techniques like GASF, sentiment data, deep learning with custom made activation, loss, structural functions, 2D/3D data variation, data decomposition, reinforcement learning. Ex Sales Engineer/Junior Project Manager with won and delivered contracts worth 5 MLN PLN net and ~1.2MW Photovoltaic Power.