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Anton G.

Experience: 12.5 years

About Me

I am experienced in building machine and deep learning models for R&D purposes. Python (pandas, scikit-learn, keras), SQL, Data Visualization (matplotlib, seaborn), Data Intuition, Linear Algebra, Statistics, Data Visualization, Machine Learning, Neural Networks, Time Series.

Education

01

Ariel University

2016-2021

PhD. Department of Electrical Engineering

02

Kyiv Taras Shevchenko University

2008-2009

Master’s Degree in Physics

03

Kyiv Taras Shevchenko University

2004-2008

Bachelor’s Degree in Physics

Work and Experience

01

Data Scientist

September | 2020 - October | 2021

Ben Gurion University of the Negev

– providing COVID-19 pandemic investigation by using SIR model
– development of algorithm for clinical recognition of lung diseases (such as asthma, COVID-19, bronchitis, etc.), based on respiration sound records
– creation of database of respiration records

02

Data Scientist

October | 2015 - October | 2021

Ariel University

– providing research using prediction models to augment GPS IWV estimations using spatio temporal cloud distribution extracted from satellite data, thus, improving existing methods
– providing research using Python, SQL, statistical and prediction models on big data sets to improve Weather Research and Forecast model predictions
– developing and using of prediction models
– providing signal analysis and prediction – prediction of the signal behavior using ARIMA method, Fourier and wavelet analysis

03

Data Engineer

October | 2013 - December | 2014

Dinamica Generale

– sensor data analysis
– embedded software developing
– preparing and delivering presentations based on obtained results
– providing and maintaining interdepartmental collaboration
– visually encoding data and communicating information and obtained results

04

Lead Engineer

July | 2009 - December | 2014

Space Research Institute

– pre- and post- processing of raw satellite data
– participating in developing and providing Ukrainian satellite projects “Potential” and “Ionosat”
– designing, developing and control of satellite experiment execution
– building mathematical models of actual physical processes

Skills

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Anton G.

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