Portfolio
Data · AI · Automation · Geospatial
I work on data-driven tools and workflows, from requirements and data logic to implementation and validation. My work spans geospatial analysis, machine learning, automation, and applied software.
Focus Areas
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Data & AI
Data analysis, machine learning, and AI-assisted workflows for operational and research problems.
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Geospatial
Remote sensing, spatial analysis, and geospatial data workflows, with a focus on urban and environmental applications.
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Systems & Automation
Translating requirements into data models, system logic, automated workflows, and working applications.
Tools & Technologies
Projects
Selected technical and applied projects.
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Routing Engine
Route planning application for recurring field-service operations, developed from a real maintenance workflow and used by the office team.
Python FastAPI React +3Ongoing -
Urban Heat Island Downscaling
Ablation study of urban-context features for 100 m to 10 m land-surface-temperature downscaling in Berlin.
Python PyTorch Planetary Computer +6Ongoing -
litresearch
Automated literature research from research question to ranked papers and structured exports.
Python Typer LiteLLM +52026
Based in Berlin.