Bohdan

  • Lviv, Ukraine

ID: 419572

About Me

Data Analyst at SoftServe Master level at Kaggle (https://www.kaggle.com/bpavlyshenko) My current scientific areas are: Data Mining, Predictive Analytics, Machine Learning, Information Retrieval, Text Mining, Natural Language Processing, R Analytics, Social Network Analysis, Big Data; semantic field approach in the analysis of semi-structured data; semantic approach in machine learning algorithms of classification and clusterization of text documents; analysis of social network informational streams; the use of the theories of formal concept analysis and frequent sets in the data mining of semi-structured data, particularly text streams; the use of numerical characteristics of frequent sets and association rules in autoregressive models (ARIMA, VAR) for the financial trend forecasting on the stock market; the analysis of quantitative characteristics of informational streams for marketing trend forecasting; customers' Opinion Mining; the detection of communities and their influencers in the trend analysis of social networks; the analysis of manipulative forming of users' opinion in economic or financial trends; the use of causality analysis on the basis of Granger test, the analysis of principal and subordinate time series of informational streams, economic and financial trends; the use of Granger test for determining the causation between the time dynamics of frequent sets and stock prices; the application of Hadoop/MapReduce/Pig/Hive technologies, the use of R environment with MapReduce technology.

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Skills description

C++
In the 1990s, С became probably the most outstanding language used for general purposes. The language was commonly used for pure system programming, software development, drivers programming, powerful server or client programs creating and even in the industry of video games development. C++ has significantly influenced on other popular languages: C # and Java. Frankly, it is quite hard to assess all the possibilities of this language. Suffice it to say, that almost all software we had been using to get closer with computers, was written in C. Today, C language is still popular and highly qualified C developers are really in demand. Find the right developer using our catalogue! You can choose an experienced Senior C Developer or a talented Middle C Developer, but everyone will provide you with an exciting service! Every developer is verified and was previously checked by AOG’s recruiters for you!
Machine Learning
Machine learning is a process which allows a machine (computer) to show the behavior not programmed preliminary. Using algorithms, multiply extracted from data, machine learning helps the computer find the needed request without explicit programming. Today machine learning is a first-class ticket to the most successful career growth in the field of data analysis. It involves information technology and statistics, and uses this data to enhance the results. This technology is a must-have skill for every analyst striving for the improvement and acceleration of the data collection and result analysis. Newsfeed of Facebook social network uses machine learning to analyze the channel of every element. For instance, while scrolling the newsfeed you stop to read or like the post of one of your friends, the system remembers it and subsequently shows you more news from this friend. Actually the software simply uses statistical and predictive analyses in order to identify algorithms in the user’s data and to apply them in newsfeed. If later on you don’t read the posts of this friend, new data will be input in the data set and newsfeed will be corrected accordingly. This called iterative aspect of the machine learning – ability to independently adapt to the new data. Exactly machine learning specialists are presented in TOP experts’ category down below: Middle and Senior level with strong programming skills in popular languages (mostly Java and Python). These talents are specialized in Digital Signal Processing, Recommender Systems, Computer Vision, as well as Sentiment Analysis, Computer Linguistics and Natural Language Processing for more niche project requests.
PHP
PHP is one of the most common languages used in web development (including Java, .NET, Perl, Python). PHP is supported by the overwhelming majority of hosting providers and its code can be even embedded directly into the html-code pages. PHP libraries are built for different databases including MySQL, PostgreSQL, Oracle, Hyperware, Informix, InterBase and Sybase. Probably it is one of the reasons why PHP is so popular. In general, almost every experienced backend programmer should have a fluent knowledge of PHP. It is a basis, which allows the BackEnd PHP developer create nice working web applications, or develop a customized CMS for websites of different complexity. In addition, a good Full Stack PHP Developer can create additional plug-ins to customize an existing CMS such as Drupal. All the interviews with potential executors are free, no hidden fees or commissions. You pay only for what is already done! ;) That’s AOG, welcome!
Python
The “Python” name was borrowed from the TV show called Monthly Python and a language itself was developed in 1990. Python supports different programming modules and packages that promotes modularity and smart code reuse. Python interpreter and standard libraries are fully available for all the major platforms in compiled and original versions. Python authors were guided by a philosophy of simplicity and immediacy, as an unwavering guarantee of quality. Python’s philosophical paradigm implies a harmony, beauty and an avoiding of excessive complexity. That's why Python is considering as one of the most easiest programming languages and as the very prospective one. The so-called generation of Python is quite young and very progressive. This is why even highly qualified Python developers are still quite young, but ambitious professionals. Python freelancers have an experience in the complex implementation of dynamic interactive web sites and web applications. Python has no limits, so Full Stack Python developers professionalism is limitless too. AOG offers you to work directly with the Python developer and our managers will help you 24/7!
SQL
If HTML is a basis of frontend programming, then the SQL is a key to the deep database programming and managing of almost every existing DBMS. Using this language, you can manage different data, filter and analyze information even in very large volumes. In general, SQL first appeared in 1974, but it is still widely used by programmers who work with different databases platforms such as MySQL, because of its versatility and uniqueness. Did you know that a well-known Microsoft Access application is also based on the SQL? Yes, SQL is much closer than it seems. It’s everywhere! Typically, experienced SQL developers are working with multiple platforms and databases systems. It is an incredibly big advantage! You can hire a highly qualified SQL database developer and get an expert advice from him or simply involve him in your project as a BackEnd SQL Freelancer. During one week you can test your candidate and if he will not satisfy you, we will replace him for another one without any difficulties!

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