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Serge T.

Experience: 25.5 years

About Me

Made Aliyah three years ago from Russia, where I graduated from Bauman Technical University and worked as a Software Developer and an Engineer. In Israel I set myself a broader goal of facilitating global transition to human-centered sustainability, and work on improving my skills in Machine Learning, Math and Biology.
Technical skills: Data Science, Software Development, Engineering, Hardware, Physics, Biology, GIS, Research & Paper Review, Supervised Learning, Unsupervised Learning, Deep Learning, CNN, NLP, PyCharm, VSCode, Jupyter, GitHub, AWS, Linux/Ubuntu, Spark, Hadoop, Python, SQL, LaTeX, C++, SciPy stack, PyTorch, scikit-learn, Transformers, skimage, OpenCV.

Education

01

Yandex School of Data Science

2020-2021

Data Science & Data Analysis

02

MITx

2020-2020

Introduction to Biology

03

University of Central Lancashire

2012-2016

Astronomy

04

Bauman Moscow State Technical University

1989-1996

Master of Electrical Engineering

Work and Experience

01

Data Scientist, Researcher (Internship)

January | 2021 - July | 2021

Dead Sea Works

– Area of research: Effects of solar radiation on production of common chemicals.
– Y-DATA industry project: Predicting formation of dry areas in DSW evaporation ponds.
– Achievements: Based on provided LIDAR data and supplementary satellite imagery developed a DL model for the pond depth prediction on a multi-year time scale.
– Skills: Amazon AWS (EC2, EMR), PyCharm Pro, GitHub Pro, EOS Landviewer, SNAP, Python 3, PyTorch, NumPy, Pandas, SciPy, Matplotlib, Geopandas, Rasterio.

02

IP-audio Engineer

November | 2012 - July | 2018

Elcos LLC, Moscow

– Responsibilities: Tieline IP-audio codecs distribution, Development of an IP-audio codecs line, Engineering Customer support, Hardware maintenance, online off-stage support.
– Skills: Tieline IP-audio codecs, Allen & Heath ZED FX, ProPresenter 6, Kdenlive, CDN networks.

03

IT Administrator

January | 2001 - January | 2005

RIA O'Key Ltd, Moscow

–  IT Administration, Hardware maintenance.
– Skills: Microsoft Windows 2000 Professional/Server, Novell Netware 4.11, Microsoft SQL Server 7.0.

04

Software Developer, IT Administrator

April | 1998 - September | 2020

ORC internet provider, Moscow

– Responsibilities: Linux System Administration, Software Development of online mail service, Hardware maintenance.
– Skills: Red Hat Linux 4.2, C++ (gcc, egcs), MySQL, Apache web server.

05

Programmer

September | 1996 - April | 1998

Alexen JSC, Moscow

– Responsibilities: Programming of the GUI and networking layer for a multichannel voice recording system.
– Skills: Borland C++, TurboVision, RTKernel, MS-DOS 6.22.

Request Details

Serge T.

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