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Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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spignotti/README.md

Hi, I'm Silas.

I build data pipelines, geospatial models and production applications, from raw data to systems that run in daily use. Freelance, based in Berlin.

Selected projects

  • berlin-lst-downscaling: deep-learning downscaling of satellite land surface temperature for Berlin (master's thesis)
  • urban-tree-transfer: cross-city transfer of urban tree classification with Sentinel-2
  • kitamap: GIS analysis of daycare supply in Berlin
  • benchline: open-source AI code generation with built-in evaluation (coming soon)

More on silaspignotti.dev

Pinned Loading

  1. berlin-lst-downscaling berlin-lst-downscaling Public

    Cloud-native land surface temperature downscaling for Berlin, integrating satellite, urban morphology, and meteorological data.

    Python

  2. urban-tree-transfer urban-tree-transfer Public

    Companion code for: Cross-City Transfer of Urban Tree Genus Classification Using Multitemporal Sentinel-2 Data: Methodology, Workflow, and Evaluation (M.Sc. Geoinformation project report, BHT Berli…

    Python

  3. renamr renamr Public

    AI-powered CLI for rule-based file renaming with PDF and vision support.

    Python

  4. kitamap kitamap Public

    GIS-based analysis of daycare center supply in Berlin: ETL, capacity estimation, demographic forecasting, accessibility analysis, CARTO visualization

    Jupyter Notebook 1