Projects
Selected technical and applied projects across data, geospatial systems, AI, and automation.
The projects range from research and analytical workflows to operational tools and applications.
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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 -
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 -
litresearch
Automated literature research from research question to ranked papers and structured exports.
Python Typer LiteLLM +52026 -
OpenCode Workflow Kit
A provider-neutral OpenCode setup that separated planning, implementation, and independent review for AI-assisted coding.
OpenCode Python Git +12026 -
Urban Tree Transfer
Testing how well Sentinel-2 tree classification transfers between cities and how much local data is needed to recover performance.
Python scikit-learn XGBoost +52026 -
PARA PM System
PARA-based project and knowledge management with structured context and AI-assisted routing.
Notion Notion API OpenCodeOngoing -
urbanIQ
Natural-language access to Berlin geodata through an automated spatial processing pipeline.
Python FastAPI GeoPandas +62025 -
kitamap
Combining open geodata, demographic forecasting, and walking accessibility to analyse daycare provision in Berlin.
Python GeoPandas Shapely +62024