My Projects
Geospatial data science, ML/DL, and AI tooling projects. From satellite image classification to open-source CLI tools.
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litresearch
Automated literature search from a research question to a curated, deduplicated source set.
Python Typer LiteLLM +22026 -
renamr
CLI tool for batch file renaming using LLM-extracted content summaries.
Python Typer LiteLLM +22026 -
Urban Tree Transfer
Cross-city transfer of urban tree genus classification. Can a model trained in Berlin classify trees in Leipzig?
Python XGBoost scikit-learn +42026 -
context-engineering
Structured context layer for AI-assisted development. Reusable commands, controlled prompts, persistent session memory.
Python OpenCode GitOngoing -
PARA PM System
Project management built on PARA: reusable AI Skills, persistent project memory, human-in-the-loop checkpoints.
Notion Notion AIOngoing -
heatsense
Making urban heat islands visible. Satellites, weather data, and land use.
Python Google Earth Engine Flask +42025 -
urbanIQ
Analyzing Berlin's districts. One question instead of ten datasets.
Python FastAPI LangChain +32025 -
building-detector
Building footprint detection in satellite imagery using a fine-tuned segmentation model.
Python PyTorch Flask +42024 -
kitamap
Spatial analysis of daycare supply in Berlin: coverage assessment, demand forecasting, and accessibility mapping.
Python scikit-learn Prophet +22024