I will do location intelligence and site selection with python, h3 and web maps

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balint_decsi
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balint_decsi
Balint D
Sommige informatie wordt in het Engels weergegeven.

Over deze dienst

Where should you open, invest or expand? I turn location data into clear answers: scored sites, explainable models and interactive maps you can share.


I built geospatial ML features and network-planning maps for a national telco's B2B clients, and a Budapest rent model on Uber H3 hexagons with Sentinel-2 greenness and WorldPop population data (9.8% median error on 50,000 listings). I also run opendrone.space, a live drone-airspace map fed by official aviation data.


What I deliver:

  • Site selection and catchment analysis (population, competitors, POIs, travel-time isochrones)
  • H3 hex-grid location features ready for machine learning
  • Satellite and open data: Sentinel-2, WorldPop, OpenStreetMap, Eurostat
  • Explainable scoring and predictive models (XGBoost, SHAP)
  • Interactive web maps (Leaflet, kepler.gl) with automated data refresh
  • Real estate location analytics: rent, yield, neighbourhood quality

Stack: Python, GeoPandas, H3, rasterio, OSMnx, DuckDB spatial, BigQuery GIS, PostGIS.


Every package includes reproducible code and open formats (GeoParquet, GeoJSON).


EU-based. Please message me before ordering so I can check data availability for your area.

Maak kennis met Balint D

Balint D

Data Engineer

5,0(1)
  • Afkomstig uitHongarije
  • Lid sindssep 2026
  • Gem. reactietijd1 uur
  • Laatste levering3 dagen geleden
  • Talen

    Hongaars, Engels, Spaans, Duits
I am a Data Engineer and CTO with practical knowledge in telco companies and geospatial analytics on Google Cloud. I have experience in deep learning for biomedical imaging and leading technical strategy for AI-native products. I am an active builder in hacker spaces, creating web apps for visual storytelling and scalable data pipelines.

Mijn portfolio