Alex has interests in automation of data mining and artificial intelligence, including auto data prep association, clustering, classification and regression, numerical optimization, real-time modeling, Kalman filtering, numerical methods and other math fields, needed for algorithms development in the area of data science.He has over 20 years experience in the design of automated applications for: oil industry (adaptive control systems), satellite communication (beams control of mobile flat antennas), retail industry (auto-demand modelling, forecasting & prices optimization), credit risk (auto-scorecards development), marketing (campaigns strategy optimization, combo-offers optimization, etc.), and other automated solutions for small, medium and large enterprises.His Ph.D. is on auto-modeling of demand in hypermarket chains.
His monograph is on data-driven modeling – a generalization of all possible representations of MIMO regression models, and related methods and algorithms used within the stages of large MIMO models development.He teaches (both graduate and in-house) courses on automation of ML, DM and AI using Python.Now he is an associate prof. at Technical University of Sofia, Chief Scientist & Co-founder at A4E and in-house trainer on DS.