Project manager in DS team. ML/AI evangelist. Independent data scientist.I possess proficiency in popular statistical software packages in Python, equipped with extensive knowledge of libraries such as NumPy, Pandas, SciPy, and scikit-learn. With a solid understanding of statistical modeling techniques, I have successfully applied linear regression, logistic regression, time series analysis, clustering, decision trees, and random forests in various projects. Additionally, I possess strong programming skills, using SQL for effective data manipulation, cleaning, and analysis. While equipped with machine learning knowledge, such as neural networks, support vector machines, and ensemble methods, I also have experience working with TensorFlow, Keras, and PyTorch libraries.
Self-Employed
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Data ScientistSelf-Employed May 2019 - PresentFor several years, my primary source of funds was prizing in different DS contests in many fields, from ordinary banking, retail, sales, and telecom to the global weather forecast, space, and so on. Now, I am primarily interested in cryptocurrencies and trading in connection with ML
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Ml/Ds Project ManagerIngate Sep 2016 - May 2019TulaMy team have made technology for product "Autopilot for paid search" https://www.rookee.ru/landing/context . Technically it's optimazation problem with limits in high dimentional space. It's compartible with GoogleAdwords and YandexDirect, and increase goal reaches for paid search in limited budget. Also this technology widely used in Ingate.For last 2 years we have made few internal projects and protypes connected with Search engine optimization and paid search. Most of them use some… Show more My team have made technology for product "Autopilot for paid search" https://www.rookee.ru/landing/context . Technically it's optimazation problem with limits in high dimentional space. It's compartible with GoogleAdwords and YandexDirect, and increase goal reaches for paid search in limited budget. Also this technology widely used in Ingate.For last 2 years we have made few internal projects and protypes connected with Search engine optimization and paid search. Most of them use some ML technologies: gradient boosting, NLP(for text analysis and short text generation), neural networks, etc. Show less -
Project ManagerIngate Feb 2014 - Sep 2016TulaI have been project manager of http://cubo.ru/ until it's monthly EBIT became positive. After that project have been expanded to Iran's market https://cubocloud.ir/ and have integrated into Ingate's product line. -
Head Of System Architecture DepartmentIngate Jul 2011 - Feb 2014TulaThere was 5-6 high qualified employes in my department. Main target was "increase speed of software development with software architecture". Changes had positive influence for about 20 projects in our company in that time, and even more after that. -
Head Of Technical Support DepartmentIngate Oct 2009 - Jul 2011TulaThere was 15-20 developers in my department. Key functions and achievements:- stable work of production cluster- release train with CI- fast bug-fixes- have started work in Agile methodology -
Senior Software Developer Team LeadIngate Aug 2008 - Oct 2009TulaI have been team lead in one of the teams (there was 5 developers in my team) that have made https://www.rookee.ru/. Some of algorithms that have been made in that time is still working in production (2018) -
Software DeveloperIngate Feb 2007 - Aug 2008TulaJust young developer :)
Dmitry Kulagin Education Details
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Computer Software Technology/Technician
Frequently Asked Questions about Dmitry Kulagin
What company does Dmitry Kulagin work for?
Dmitry Kulagin works for Self-Employed
What is Dmitry Kulagin's role at the current company?
Dmitry Kulagin's current role is Data Scientist.
What schools did Dmitry Kulagin attend?
Dmitry Kulagin attended Tula State University.
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Dmitry Kulagin
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