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Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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spignotti/README.md

Hey — I'm Silas.

Geoinformation student (M.Sc., BHT Berlin) with a background in urban planning. I build tools and pipelines for spatial data analysis, geodata processing, and machine learning on geographic datasets.

Currently working as Data Analytics Werkstudent at Interzero Plastics Sorting (Python, SQL).

What I work with

Python · SQL · GeoPandas · FastAPI · Flask · Google Earth Engine · Docker · Git

Open Source

  • renamr — AI-powered CLI for rule-based file renaming with PDF and vision analysis
  • litresearch — CLI for AI-powered academic literature research using Semantic Scholar and LLMs

Portfolio

  • building-detector — Point-guided building detection from satellite imagery using SAM2
  • urbanIQ — NLP-driven geodata aggregation for Berlin district analysis
  • heatsense — Urban heat island analysis with Landsat, weather stations, and land use data
  • kitamap — GIS-based daycare supply analysis for Berlin with time series forecasting and spatial coverage metrics

Currently

🌱 Finishing my master's thesis on urban heat islands (Sentinel-2, ML, cloud pipelines). 🔧 Building litresearch — an open-source CLI for automated literature research.

Pinned Loading

  1. heatsense heatsense Public

    Urban Heat Island analysis for Berlin — satellite, weather, and land use data

    Python 1

  2. kitamap kitamap Public

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

    Jupyter Notebook 1

  3. building-detector building-detector Public

    AI-powered building detection from satellite imagery using SAM2 — point-guided, with GeoJSON and OSM export.

    JavaScript 1

  4. urbanIQ urbanIQ Public

    NLP-driven geodata aggregation for Berlin — FastAPI, GeoPandas, HTMX

    Python

  5. litresearch litresearch Public

    Python

  6. renamr renamr Public

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

    Python