Працював в 7 компаніях   9 років 11 місяців

Інше, IT, Банки, Енергетика та Енергоносії

data scientist

Noosphere

Інше

1 рік 7 місяців

11.2015 - 05.2017

Data mining, analytics, research and development of the decision making and recommendation system (deep learning, clustering, classification, features maps, etc). Prototyping and building advance analytics reports (regression, trend detection, k-means, artificial neural networks in Tableau with R), anomaly detection system using Hierarchical Temporal Memory approach from Nupic (Numenta Platform for Intelligent Computing). Development and amplification of the data science team. The main development environments are R, Tableau, Jira,

TensorFlow/Python, HP database Vertica.

Mathematician-­programmer

aiWorker.com/mindhack.me

Інше

10 місяців

11.2014 - 08.2015

Design and development of the context based algorithm in the field of Brain Computer Interfaces. Successfully implemented cloud based solution as well as client application for Android OS. Creation of innovative EEG based interface for Google Glasses and Attention­Correction system (unification of EEG and tDCS technology) for mining companies with extension for military area. In cooperation with exosphe.re created first part of the leading­edge scientific research bootcamp (An Endogenously­Powered Space Elevator, copernicus.exosphe.re). The main development environments are R, Eclipse (Android/Java), GitHub.

Capacity/Performance Engineer

EPAM / Epam Systems

IT

4 роки 3 місяці

08.2010 - 10.2014

Research, design and implement best practice solutions to data mining problems. Managed all phases of the capacity and performance analyses process, including raw data collection, features detection and extraction using full range of mathematical methods (such as statistics, time­series forecasting, neural network) and reporting results in clear manner to high management stuff. Successfully implemented automated process of data analyses and reporting using R. The main development environments are R, SAS, MS Office, SQL.

Financial Analyst

WorldAPP

Інше

8 місяців

01.2010 - 08.2010

Design and implementation of KPI's for project management (based on tools such as saleforce.com and @task) as well as for other areas of financial analyses.

Application Management

Barclays Capital Ukraine

Банки

10 місяців

06.2008 - 03.2009

As part of application management support team, I have working out on the model for the automated audit process (stock­taking and qualities of the data, using a mathematical apparatus). Analysis of the existing mathematical processes, models and introducing the offer on their improvement and optimization.

Analyst

PowerLytix

Енергетика та Енергоносії

1 рік 7 місяців

11.2006 - 05.2008

As part of R&D team my main focus was on data analysis, modeling price, demand and other multi dimensional time series related to North American financial market.The main development environments are Matlab, Excel, Python.

Analyst

Vattenfall Europe Sales GmbH

Енергетика та Енергоносії

3 місяці

10.2005 - 12.2005

As part of R&D team my main focus was on data analysis, modeling temperature dependence of load and other multi dimensional time series, by using state­of­the­art techniques like artificial neural network, fuzzy logic, clustering, and classification. Some of the results were published in research papers. The main development environments are Matlab, Excel.

Ключова інформація

  • 10+ years of professional R&D experience
  • Advanced analytical and problem-solving capabilities
  • Advanced in-depth knowledge in Data Mining, Neural Network, Cortical Algorithm, Statistical Analysis, Time-Series Forecasting, Dynamic Systems and Brain Computer Interfaces

Навчався в 2 закладах

University of Applied Science, FH Ravensburg­Weingarten

Mechatronics

Weingarten, Germany, 2005

Brest State Technical University

Computer Engineering

Brest, Belarus, 2003

Володіє мовами

Англійська

вільно

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Польська

вільно

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Може проходити співбесіду на цій мові

Курси, тренінги, сертифікати

The Hong Knog University of Science and Technology (edx.org)

online, 2015

Introduction to Java Programming

Santa Fe Institute (www.complexityexplorer.org)

online, 2015

Nonlinear Dynamics: Mathematical and Computational Approaches

University of Illinois (coursera.org)

online, 2014

Creative, Serious and Playful Science of Android Apps

Johns Hopkins (coursera.org)

online, 2014

R Programming

Johns Hopkins (coursera.org)

online, 2014

Practical Machine Learning

University of California Berkeey (coursera.org)

online, 2013

Quantum Mechanics and Quantum Computation

Certificate of Completion training in TeamQuest Model

Kiev, Ukraine, 2011

Ttraining in TeamQuest Model

The George Washington University (School of Business)

Kiev, Ukraine, 2009

Managing IT Projects

Додаткова інформація

PUBLICATIONS

1. I. Rubanau, V. Adecova. The differential equations with late argument // Proc. of scientific­practical conference of students "Mathematics and Computer". - Brest, Belarus, 2000. - p. 43.

2. I. Rubanau. Matrix algorithm of training of a neural network with use gradient methods // Proc. of VI Republican scientific conference of students "New mathematical methods and computer technologies". - Gomel, Belarus, 2003. - p. 36.

3. I. Rubanau, J. Savitsky. Models of neural networks for forecasting time series // Proc. of VI International scientific­methodical conference "The Science and education in conditions of socially economic transformation of a society". - Minsk, IMK, Belarus, 2003. - pp. 180­-182.

4. I. Rubanau, V. Rubanau. Using Neural Network for Time Series Forecasting // Pattern Recognition and Information Processing (PRIP"2005): Proceedings of the Eighth International Conference (18-­20 May, Minsk, Belarus). Minsk: Propilei, 2005, p.471-­473.

5. I. Rubanau. Using Artificial Neural Network and Statistical Approaches for Time Series // Proc. of IV Republican scientific conference of scientists and students: "Modern problems of mathematics and computers ". 28-­30 November, Brest, Belarus, 2005, p.21-­23.

Ihar

Data scientist

Київ

Готовий переїхати: Київ, Львів, Одеса

44 роки

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