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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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spignotti/README.md

Hi, I'm Silas.

M.Sc. Geoinformation student in Berlin with a background in urban planning.

I focus on applied geospatial data science and remote sensing, using spatial and satellite data to investigate real-world problems and build reproducible workflows.

Currently finishing my master's thesis on urban heat islands and land-surface-temperature downscaling for Berlin, alongside a working student role in data analytics for industrial operations.

Selected projects

  • Master Thesis: Urban Heat Islands — Urban-context-aware land-surface-temperature downscaling for Berlin
  • Urban Tree Transfer — Cross-city transfer learning for urban tree genus classification with multitemporal Sentinel-2 data
  • OpenCode Workflow Kit — Reusable AI-assisted workflows for structured project work
  • urbanIQ — Natural-language geodata aggregation for Berlin district analysis
  • litresearch — Open-source CLI for automated literature research, structured reports, and BibTeX exports

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. opencode-workflow-kit opencode-workflow-kit Public

    Provider-neutral OpenCode workflow kit with plan/build agents and safety-focused research and review subagents.

    Python

  5. litresearch litresearch Public

    CLI tool that automates literature research from research questions to curated, ranked, and exported paper sets with structured reports.

    Python

  6. kitamap kitamap Public

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

    Jupyter Notebook 1