Data science, Applied Mathematics, R, Machine Learning, data analysis
Last active: 7 days ago
R data scientist. I work also in matlab, python. Interested in mathematics based solutions and analysis. Recent projects were development of trading strategies by evolutionary algorithms, recommendation system for internet media provider, development of anomalous weather patterns predictions system by machine learning techniques, NIALM ie nonivasive appliance load monitoring.
Monte Carlo methods, numerical finite difference methods, stochastic processes modelling
I worked in application of mathematics, computational finance, pattern recognition, learning algorithms, image processing, economics, simulation, programming, trading, genetics, sentiment analysis, filtering. Development of algorithms, data analysis, data mining, predictive analytics, time series analysis, neural networks, harmonic analysis, signal processing, anomalous weather patterns, GIS, radar signal processing.
I have background in modelling with stochastic processes, financial markets, model validation, pricing of derivatives, OCR, classifier systems, statistical analysis, fuzzy logic, algorithm modeling, algorithmic trading, backtesting, optimization, quantitative finance, agent-based modeling ,artificial life, NetLogo, Logo, R, recommendation systems, genetic programming and genetic algorithms.