Machine Learning Engineer
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- DACH-Region
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- 22.07.2024
Kurzvorstellung
Full Stack Developer. Most of professional career, have
been working on cloud based software solutions. In the last
3 years have decided to specialise on machine learning alorithms.
Qualifikationen
Projekt‐ & Berufserfahrung
1/2023 – offen
Tätigkeitsbeschreibung
Developing solutions for assisted or (partially) automated production of
print publications that supports layout artists and editors.
As a sole Machine Learning Engineer, I hold complete responsibility for
every aspect of the Machine Learning Life Cycle. My duties encompass
problem definition, data collection and preparation, evaluation, careful
selection of the most appropriate model(s), and culminate in deployment.
Keras, Maschinelles Lernen, Tensorflow, Python, Amazon Web Services (AWS), Kubernetes, Softwareanforderungsanalyse, Software Architecture, Software engineering / -technik, Softwareentwicklung (allg.)
8/2020 – 12/2022
Tätigkeitsbeschreibung
Applying Computer Vision and Reinforcement Learning to analyze the
performance of athletes and give coaches feedback on past matches or in
real-time during competition.
Software engineering / -technik
11/2018 – 6/2020
Tätigkeitsbeschreibung
Implementation of a cloud based web application as a sole developer.
Workflow automation. Maximizing revenues in the passenger logistics
and transportation fields
Java (allg.), Pega Robotic Process Automation (RPA), Selenium, Server-Monitoring, Windows Server 2016
5/2013 – 11/2018
Tätigkeitsbeschreibung
Cloud based editorial system and digital editor solution for Newspapers.
Development of publishing engine based on Adobe Indesign Server.
Development of cloud based web applications in a two-men team.
Indesign, CSS (Cascading Style Sheet), ExtendScript Toolkit, Jquery, Mysql, PHP, Symfony
1/2011 – 1/2013
Tätigkeitsbeschreibung
Creating a complete web based solution for passenger logistic company,
as a sole developer. Using machine learning to build recommendation
system and automate employee/drivers shift scheduling.
Backend, Administration von Datenbanken, Datenbankentwicklung, Front End
Zertifikate
MIT IDSS (Institute for Data, Systems, and Society)
Ausbildung
Augsburg
Augsburg
Persönliche Daten
- Russisch (Muttersprache)
- Deutsch (Fließend)
- Englisch (Fließend)
- Europäische Union
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