Portfolio
Geospatial Data Science · Data Analytics · AI & Automation
Focus Areas
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Geospatial Data Science
Machine learning and deep learning on satellite imagery and geodata. Remote sensing, spatial analysis, and geospatial data workflows.
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AI & Automation
Designing agentic systems, workflow automation, and LLM-integrated tools for research, coding, and knowledge management.
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Data Engineering & Tooling
ETL workflows, geospatial data integration, feature engineering, and reproducible cloud-based analysis workflows.
Technologies
Core tools and platforms I use for geospatial analysis, machine learning, and automation.
Projects
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DispoAI
VRP solver for container logistics: optimized daily tours from order and fleet data.
Python FastAPI PyVRP +2Ongoing -
Urban Heat Island Downscaling
What urban context does a thermal model actually need? Ablation study and 10 m LST reconstruction for Berlin.
Python PyTorch Google Earth Engine +2Ongoing -
Urban Tree Transfer
Cross-city transfer learning for urban tree genus classification using Sentinel-2 time series.
Python PyTorch scikit-learn +42026
Based in Berlin.