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HTWK Leipzig / ReBotik
Data Scientist
June 27, 2026 – Present
Master-Thesis-dataset
October 15, 2025 – Present
Synthetic 3D point cloud dataset generator for pipe systems using Blender and Blainder Range Scanner. Creates labeled training data for semantic segmentation with configurable pipe geometries, landscapes, and scanning parameters.
View ProjectMaster-Thesis-pipeExtractor
July 14, 2025 – Present
Extraction of pipes and pipe components from classified point clouds using Hough transform, DBSCAN clustering, and RANSAC fitting. Processes LAS files and exports results as GeoJSON for integration with geodata servers.
View ProjectHTWKarte
May 13, 2024 – May 8, 2025
Interactive campus map for the HTWK Leipzig. Find fast the room of your next course🏃➡️
View Projecttelefonbuch_apolloServer
February 6, 2024 – February 18, 2024
telefonbuch_apolloServer — GitHub repository
View ProjectBasementInvaders
January 19, 2024 – January 19, 2024
BasementInvaders — GitHub repository
View ProjectBachelor-Thesis
July 16, 2022 – January 19, 2024
This is my Bachelor-Thesis. I try to use the rotating wheels of a wheelchair to controll Software with an emulated controller.
View ProjectCultural Fit Analysis
The candidate's projects are primarily academic or personal, demonstrating initiative and a passion for learning. The Master's thesis projects on synthetic 3D point cloud generation and pipe extraction are highly relevant to data science and geospatial applications, indicating a strong interest in the field. The diversity of technologies used across projects (Python, C++, Java, JavaScript, TypeScript) suggests a broad technical curiosity. However, the lack of professional experience outside of a current, very recent role makes it challenging to fully assess cultural fit in a corporate environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a problem-solving orientation, particularly in their Master's thesis projects. However, without psychometric test results or interview data, it is difficult to assess soft skills like teamwork, communication, or stress handling. The focus on personal projects suggests self-motivation.