
Maria Sharabayko, Ph.D.

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About me
Technical Manager, Product Development at Haivision
Education

Томский Государственный Университет
-Specialist Degree in Applied Mathematics and Computer Science Computational and Applied Mathematics
Томский Государственный Университет
-PhD in Physico-mathematical sciences probability theory and mathematical statistics, theory of Markov processes, queueing theoryDuring my PhD research, I have been working on the investigation of doubly stochastic Poisson processes which are also known as doubly stochastic flows of events or Cox processes and are widely used in telecommunication networks, statistical modelling, quantitative finance, etc. I have performed a detailed research on two problems: flow states estimation and flow parameters estimation on monitoring the time moments of the events occurrence. As a part of my project, I have developed and… Mehr anzeigen During my PhD research, I have been working on the investigation of doubly stochastic Poisson processes which are also known as doubly stochastic flows of events or Cox processes and are widely used in telecommunication networks, statistical modelling, quantitative finance, etc. I have performed a detailed research on two problems: flow states estimation and flow parameters estimation on monitoring the time moments of the events occurrence. As a part of my project, I have developed and implemented the algorithms for both tasks by applying the criterion of a posteriori probability maximum, method of moments, maximum likelihood estimation, methods of mathematical analysis and simulation. Weniger anzeigen
Experience

Elecard
Jan 2011 - Jan 2017IPTV/OTT/VOD solutions, transcoding software, codec SDKs and video analyzing tools IPTV/OTT/VOD solutions, transcoding software, codec SDKs and video analyzing tools
Head Of Pre-Sales Group, Pre-Sales Engineer
Sept 2015 - Jan 2017Sales Engineer
Jan 2011 - Aug 2015

Econophysica
Jun 2017 - Apr 2018Quantitative Analyst, Model ValidationProjects:- Validation of models which forecast probability of default, e.g. on loan portfolio, under various macroeconomic scenarios for the regulatory Comprehensive Capital Analysis and Review (CCAR) program,- Validation of models related to Prudent Valuation of fair-valued positions through calculation of Additional Valuation Adjustments (AVAs), as well as the following deduction of overall AVAs from the Common Equity Tier One (CET1) capital. Validation of a set of Market Price Uncertainty AVA models for different risk factors and product types,- Support in the validation of various market risk models including forecasting models, stress testing techniques and risk methodologies based on VaR and Economical Risk Capital calculations.Main languages: Python, R. Weniger anzeigen

Haivision
Jan 2018 - nowTechnical Manager, Product DevelopmentProjects:- Research and development of Secure Reliable Transport (SRT) protocol. Working closely with development team to design the approaches and scripts for evaluation the correctness and effectiveness of different algorithms’ implementations in SRT,- Development of automated functional tests for Haivision KB Video Encoder & Transcoder evaluation and their integration into CI/CD pipeline (HLS Tests, IoT test messages tests, etc.),- Technical management of automation team with the focus on product evaluation techniques, frameworks and tools,- Leading the initiative of unifying a set of tools for video quality analysis, A/V sync and latency measurements, and network impairments emulation used within the company.Main languages: Python. Weniger anzeigen
Licenses & Certifications
- View certificate

Introduction to TensorFlow in Python
DataCampAug 2020 - View certificate

Introduction to Portfolio Risk Management in Python
DataCampSept 2020 - View certificate

ARIMA Models in Python
DataCampApr 2020 - View certificate

Introduction to Deep Learning in Python
DataCampSept 2020 - View certificate

Unsupervised Learning in Python
DataCampJul 2020 - View certificate

Statistical Thinking in Python (Part 1)
DataCampOct 2019 - View certificate

Time Series Analysis in Python
DataCampFeb 2020 - View certificate

Supervised Learning with scikit-learn
DataCampJul 2020 - View certificate

Statistical Thinking in Python (Part 2)
DataCampJun 2020 - View certificate

Machine Learning with Python
CourseraJun 2019
Languages
- ruRussian
- enEnglish
- geGerman
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