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maxmarumbwa/README.md

Farai Maxwell Marumbwa👋

Python R Google Earth Engine SQL Docker GitHub Actions Node.js JavaScript

Introduction

Geospatial Data Scientist and Full-Stack Geospatial Engineer with over seventeen years of experience designing Earth-observation-driven decision-support systems for environmental and climate risk, complemented by more than two years of full-stack web development experience. Expert in satellite time-series analytics using Google Earth Engine, Python, and R; spatial databases with PostGIS; and web-based geospatial platforms including Django, Flask, REST APIs, Leaflet, and GeoServer. Extensive experience delivering national and regional early-warning systems for governments and international organizations such as the World Bank, UNICEF, UN-WFP, and SADC, translating scientific analysis into operational, policy-relevant data products.

Education

🧑‍🎓 PhD Environment & Society 🌍 Master in Environmental Policy and Planning 🗺️ BA Hons Geography

Skills and Expertise

Geospatial & Data Science

  • EO time-series analysis (NDVI, SPI, rainfall, LST)
  • Drought, flood, crop & climate risk modeling
  • Google Earth Engine (production workflows)
  • Python, R (automation, analytics, geoprocessing, ML-assisted classification)

Full-Stack Geospatial Engineering

  • Proficient in leveraging GIS and Remote Sensing for advanced food security, environmental monitoring and impactful humanitarian initiatives.
  • Backend & APIs: Django, Flask, FastAPI, Django REST Framework, Node.js.
  • Frontend: React, HTML, CSS, Bootstrap, Leaflet.
  • DevOps & Cloud: Git, GitHub, Linux, AWS, Azure, Docker, GeoServer.
  • Data Science & ML: Google Earth Engine, Scikit-learn, TensorFlow, Tableau, Shiny
  • Spatial Databases: PostgreSQL/PostGIS, MongoDB, MySQL
  • Map Services: GeoServer, WMS/WFS, tiled rasters
  • Dashboards & Visualization: Leaflet, Power BI, R Shiny
  • Geospatial Tools: QGIS, ArcGIS, Google Earth Engine, GeoServer, Leaflet, GDAL, ArcPy.

DevOps & Delivery

  • Git/GitHub, CI concepts
  • Cloud: Azure, AWS (deployment exposure)
  • Agile / Scrum (PMI, Azure DevOps)

My latest research

  • UNDRR Global Assessment Report on Disaster Risk Reduction - *Mapping Resilience for the Sustainable Development Goals (2023). Contributing author from UNICEF HQ. DOI linkL

  • Marumbwa FM, Cho MA, and Chirwa PW. (2020) An assessment of remote sensing-based drought index over different land cover types in southern Africa, International Journal of Remote Sensing, 41:19, 7368-7382. Available at: DOI link.

  • Marumbwa FM, Cho MA, and Chirwa PW. (2020) Geospatial analysis of meteorological drought impact on southern Africa biomes, International Journal of Remote Sensing, Volume 42, 2021 - Issue 6.Available at: DOI link.

  • Marumbwa FM, Cho MA, and Chirwa PW. (2019) Analysis of spatio-temporal rainfall trends across southern African biomes between 1981 and 2016, Physics and Chemistry of the Earth, Parts A/B/C.Available at: DOI link.

  • Archer, Emma Rosa Mary; Landman, Willem Adolf; Tadross, Mark Alexander; Malherbe, Johan; Weepener, Harold; Maluleke, Phumzile; Marumbwa, Farai Maxwell, 2017 Understanding the evolution of the 2014–2016 summer rainfall seasons in southern Africa: Key lessons, Climate Risk Management, pp.0–6. Available at: DOI link.

GitHub Activity

Interests and Hobbies

  • Chess
  • Walking

Social Media Links

ResearchGate Badge LinkedIn Badge https://x.com/FMarumbwa https://www.facebook.com/farai.marumbwa.7/

Pinned Loading

  1. Raster clipping tool: This tool clip... Raster clipping tool: This tool clips raster Geottif files based on shapefile, Corner coordinates or predefined Region Of Interest (ROI).
    1
    # Name:		        	        Raster clipping tool
    2
    # Description:                          This tool clips raster Geottif files based on shapefile, Corner coordinates or predefined Region Of Interest (ROI).
    3
    #                                       The ROI is based on the SADC countries extents
    4
    # Author:  	  	                Farai Maxwell Marumbwa
    5
    # email:	   	                maxmarumbwa@gmail.com
  2. Automated wildfire bulletin Automated wildfire bulletin
    1
    #-------------------------------------------------------------------------------------------------------
    2
    # Name:		   		Automated Wildfire Bulletin for Zimbabwe.py
    3
    # Description:      Automatically generates daily wildfire bulletin for Zimbabwe showing fire hotspots detected based
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    #			   		on the MODIS active fires textfiles. The output bulletin is in form of Pdf
    5
    # Author:  	  		Farai Maxwell Marumbwa
  3. CropModel_dashboard CropModel_dashboard Public

    Shiny dashboard for visualising and analysing crop model outputs

    R 1

  4. Rainfall_analysis_dashboard_PowerBI Rainfall_analysis_dashboard_PowerBI Public

    Rainfall analysis in PowerBI

  5. BW_drought_management_and_EWS BW_drought_management_and_EWS Public

    Repository of scripts for the development of hydrological drought monitoring and early warning system for Botswana

    HTML 1

  6. CDR_poject CDR_poject Public

    R 1