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Viktor K.

@vkreschenski

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Software Developer Python/C++/ML

$50 USD / Hour

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Flag of

Germany (6:12 PM)

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Joined on July 19, 2020

$50 USD / Hour

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I am a passionate and flexible Python, C++ and R developer and open source contributor. I have a rich experience in the automotive sector for developing and testing vehicle algorithms and sensors. As a student I have done extensive research in the area of smart condition monitoring for automated production systems. Visit my personal website: [login to view URL]

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Portfolio

Portfolio

8786066
Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

8786076
Deployment of my personal website with django through gunicorn and nginx server.

Personal Website (kreschenski.com)

8786069
Project goal: COVID-19 research literature is unstructured and has a lot of hidden information. My challenge which I set was to create a visual intuitive structure into the COVID-19 literature to enable scientists to spend less time on searching and more time on researching. Solution As a solution to create structure in the COVID-19 literature I build a website called Somantic which scientist can use to do a fast visual content based search and exploration. The algorithm behind Somantic is a self-organizing map which clusters research papers based on their contextual similarity. It can be used in creating an associative search method so that one may position a new paper on a map and find the closely related texts in the neighborhood of the research literature landscape. By clustering papers based on their contextual similarity scientists can identify on a glance papers which discuss similar topics. Somantic can also be used as a plagiarism detection tool by identifying papers which ar

Literature Clustering with Self Organizing Maps (SOM)

Project goal: COVID-19 research literature is unstructured and has a lot of hidden information. My challenge which I set was to create a visual intuitive structure into the COVID-19 literature to enable scientists to spend less time on searching and more time on researching. Solution As a solution to create structure in the COVID-19 literature I build a website called Somantic which scientist can use to do a fast visual content based search and exploration. The algorithm behind Somantic is a self-organizing map which clusters research papers based on their contextual similarity. It can be used in creating an associative search method so that one may position a new paper on a map and find the closely related texts in the neighborhood of the research literature landscape. By clustering papers based on their contextual similarity scientists can identify on a glance papers which discuss similar topics. Somantic can also be used as a plagiarism detection tool by identifying papers which ar

Literature Clustering with Self Organizing Maps (SOM)

Project goal: COVID-19 research literature is unstructured and has a lot of hidden information. My challenge which I set was to create a visual intuitive structure into the COVID-19 literature to enable scientists to spend less time on searching and more time on researching. Solution As a solution to create structure in the COVID-19 literature I build a website called Somantic which scientist can use to do a fast visual content based search and exploration. The algorithm behind Somantic is a self-organizing map which clusters research papers based on their contextual similarity. It can be used in creating an associative search method so that one may position a new paper on a map and find the closely related texts in the neighborhood of the research literature landscape. By clustering papers based on their contextual similarity scientists can identify on a glance papers which discuss similar topics. Somantic can also be used as a plagiarism detection tool by identifying papers which ar

Literature Clustering with Self Organizing Maps (SOM)

8786066
Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

Problem: It is hard for people to keep track of their food items at home and what recipes they can cook out of these items. Solution: To manage food items and recipes I developed an app to keep track of the items and recipes one can cook. https://play.google.com/store/apps/details?id=org.foodmanager.foodmanager&hl=en_US

Food Manager

8786076
Deployment of my personal website with django through gunicorn and nginx server.

Personal Website (kreschenski.com)

8786069
Project goal: COVID-19 research literature is unstructured and has a lot of hidden information. My challenge which I set was to create a visual intuitive structure into the COVID-19 literature to enable scientists to spend less time on searching and more time on researching. Solution As a solution to create structure in the COVID-19 literature I build a website called Somantic which scientist can use to do a fast visual content based search and exploration. The algorithm behind Somantic is a self-organizing map which clusters research papers based on their contextual similarity. It can be used in creating an associative search method so that one may position a new paper on a map and find the closely related texts in the neighborhood of the research literature landscape. By clustering papers based on their contextual similarity scientists can identify on a glance papers which discuss similar topics. Somantic can also be used as a plagiarism detection tool by identifying papers which ar

Literature Clustering with Self Organizing Maps (SOM)

Project goal: COVID-19 research literature is unstructured and has a lot of hidden information. My challenge which I set was to create a visual intuitive structure into the COVID-19 literature to enable scientists to spend less time on searching and more time on researching. Solution As a solution to create structure in the COVID-19 literature I build a website called Somantic which scientist can use to do a fast visual content based search and exploration. The algorithm behind Somantic is a self-organizing map which clusters research papers based on their contextual similarity. It can be used in creating an associative search method so that one may position a new paper on a map and find the closely related texts in the neighborhood of the research literature landscape. By clustering papers based on their contextual similarity scientists can identify on a glance papers which discuss similar topics. Somantic can also be used as a plagiarism detection tool by identifying papers which ar

Literature Clustering with Self Organizing Maps (SOM)

Project goal: COVID-19 research literature is unstructured and has a lot of hidden information. My challenge which I set was to create a visual intuitive structure into the COVID-19 literature to enable scientists to spend less time on searching and more time on researching. Solution As a solution to create structure in the COVID-19 literature I build a website called Somantic which scientist can use to do a fast visual content based search and exploration. The algorithm behind Somantic is a self-organizing map which clusters research papers based on their contextual similarity. It can be used in creating an associative search method so that one may position a new paper on a map and find the closely related texts in the neighborhood of the research literature landscape. By clustering papers based on their contextual similarity scientists can identify on a glance papers which discuss similar topics. Somantic can also be used as a plagiarism detection tool by identifying papers which ar

Literature Clustering with Self Organizing Maps (SOM)

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Experience

Software Developer / Consultant

Jul, 2019 - Present

•

6 years, 11 months

Capgemini Engineering

Jul, 2019 - Present

•

6 years, 11 months

- Sensor Simulation & Validation: Development of Sensor Simulation and Validation Software for Autonomous Driving Vehicles. - Open Source Contribution: Contributions and Maintenance of Open Source Projects like the Open Simulation Interface (OSI) (Protobuf), OSI Validation (Python), OSI Documentation (Sphinx Documentation) and OSI Visualizer (C++).

Jul, 2019 - Present

•

6 years, 11 months

Junior Software Developer / Working Student

Nov, 2014 - Oct, 2017

•

2 years, 11 months

Sulzer GmbH

Nov, 2014 - Oct, 2017

•

2 years, 11 months

- Research and development of clustering algorithms for automated traffic jam detection with big data technologies like Spark, Hive and Hadoop and visualization in Tableau and R Shiny. - Development of a forecast application in R based on an existing SPSS Modeler application for BMW Group. - Development of a business intelligence application for the sales department of BMW Group.

Nov, 2014 - Oct, 2017

•

2 years, 11 months

Education

Technische Universität München

2017 - 2019

•

2 years

Master of Science

Flag of

Germany

2017 - 2019

•

2 years

Technische Universität München

2012 - 2017

•

5 years

Bachelor of Science

Flag of

Germany

2012 - 2017

•

5 years

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