In 2013 year I have got the degree of Candidate of Physico-Mathematical Sciences and found the best practical implementation of Mathematics – Data Science. Now I work at V.I.Tech company, which actively develops Artificial Intelligence in the solutions of different business problems. In the range of my interests are: Machine learning, Deep Learning, Natural Language Processing, Recommendations systems, Time Series analysis. In everyday life, I use Python, also Pyspark and other Big Data technologies for Data Science tasks. Recently I was the Lecturer of Apache Spark online course for the students of Aegis School of Business in Mumbai.(In spring I was a speaker in PyCon 2016 Conference in Ukraine.)
Topic: Be on Science’s Pulse with NLP or “What are the serious men talking about?”
Short Description: In my talk I will tell you about the main NLP approaches for keywords (keyphrases) extraction problem. Some of them we used for creating our product Science Pulse, which is able to analyse hot topics in the scientific research, visualize the main trends in the publications and recommend similar directions the user may be interesting in. An well- known e-print service ArXiv was chosen as the big and open storage of the Science papers, so Science Pulse will lead the user to the paper in few seconds, which is the closest to his interests. I will return to the key problems we faced during the implementation which allow you do not step on the same RAKE twice.