Welcome to My Portfolio
I'm a data scientist and machine learning enthusiast with a passion for learning new technologies and building projects.
Skills
These are my most useful technological skills and the languages i speak.
Technologies
Python
Pandas
Polars
Flask
PostreSQL
Docker
MLflow
NumPy
Plotly
Scikit-learn
Google Cloud
Docker
PyTorch
Java
Terraform
Kubernetes
Languages
Projects
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November 2023 Python Programming Exercise for First-Semester Students
Developed a comprehensive Python programming exercise for first-semester students where they had to implement simple encryption and decryption algorithms.
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March 2023 User Authentication for Kubeflow with AD over Keycloak
Integrated Active Directory as an authentication method for Kubeflow using Keycloak.
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November 2022 VRcher
Created a VR archery game in Unity using C#.
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June 2021 ImageCoder
Built a steganography tool that encodes a message in an image with Java.
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November 2020 ESP8266 Air Sensor
Designed and built an ESP8266-based temperature, humidity and air pressure logger using C++. Built a custom back- and frontend using PHP.
Work Experience
Working Student Data Management and Analysis
inovex GmbH, September 2022 - Present
- Working at the research project DeKIOPs for the democratization of AI Operations.
- Creating prediction models to reduce battery waste in sensor logging devices.
- Using Pandas, Polars, Scikit-learn, Scikit-survival, Flask, Plotly.
Tutor for Python Programming
Hochschule Karlsruhe - University of Applied Sciences, October 2023 - February 2024
- Helped data science students in their first semester to learn Programming in Python.
Practical Semester Data Management and Analysis
inovex GmbH, April 2022 - August 2022
- Worked in the research project "Service-Meister", helping to create a predictive
maintenance platform.
- Used Pandas, Scikit-learn and NLTK to categorize and cluster the maintenance descriptions.
- Used Flask, MlFlow, Docker, Terraform, Gitlab CI/CD, PostgreSQL to build a backend
infrastructure.
Tutor for Java Programming
Hochschule Karlsruhe - University of Applied Sciences, October 2019 - February 2022
- Helped computer science students in their first semester to learn Programming in Java.
Education
Master's Degree in Computer Science focused on Machine Learning
Hochschule Karlsruhe - University of Applied Sciences, October 2024 - present
Bachelor's Degree in Computer Science
Hochschule Karlsruhe - University of Applied Sciences, March 2019 - June 2024
Thesis: "Optimization of Prediction Models for Battery Life Forecasting in IoT Devices using Augmented Data"
Final grade: 1.4
A-Levels
Gymnasium in der Taus Backnang, September 2010 - June 2018
Final grade: 2.0
Primary School
Mörikeschule Backnang, August 2006 - August 2010