Alexandra Nikoltchovska.
PhD Student
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Experience
I worked part time as a software developer for more than 4 years in Porsche AG. My tasks included:
- Requirement engineering, design and implementation of various use cases in collaboration with development experts.
- Development of complex data analysis pipelines with PySpark, SQL and Pandas.
- Visualization using Tableau, matplotlib and Plotly.
- Strategy development for processing time series and fleet data.
- Platform management and engineering of an Automotive Machine Learning Predictive Maintenance Framework.
- Development of machine learning prediction models for remaining useful life estimation of compoments.
- Organisation of scientific training courses and workshops.
Research on semi-automated data analysis: implementation of algorithms for feature engineering, development of a framework for scientific evaluation of the algorithms.
Assistance with project management, organising events, carrying out public relations, communication and research activities, maintenance of project websites.
Education
2021 - 2024
Master of Science in Computer Science
Karlsruhe Institute of Technology
Extracurricular Activities
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- Tempora esse, eaque delectus nulla quo doloribus itaque expedita alias natus optio totam maxime nihil excepturi velit a animi laborum hic similique.
2016 - 2021
Bachelor of Science in Computer Science
Karlsruhe Institute of Technology
I Publiced two papers in the ACM SIGCHI Conference on Artificial Intelligence.
- Fast and Accurate Object Detection with a Single Convolutional Neural Network
- Face mask detection using a single convolutional neural network.
Extracurricular Activities
- Lorem ipsum dolor sit amet consectetur adipisicing elit.
- Tempora esse, eaque delectus nulla quo doloribus itaque expedita alias natus optio totam maxime nihil excepturi velit a animi laborum hic similique.