Dr. Ivan Shamshurin

Applying ML and Deep Learning Models for NLP tasks in banking domain including NER, SRL, sentence similarity (word2vec, sentence embedding models), etc.

-- Analyzing human computations on the crowdsourcing system -- Developing machine learning models based on the analysis results of crowdsourcing inputs -- Developing software solutions for human machine handoff and machine guidance for crowd tasks

-- Predicting sales and coverage of customers by marketing campaign -- Improving targeting algorithm by implementing Pareto optimality approach for selecting the small set of the most influential variables, affecting the target -- Preparing the ready prototype of product for practical purposes