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GIS & Spatial Analysis

Mahad Imran

Maps, spatial data, and analysis.

Alongside building products, I work as a freelance GIS consultant, turning spatial data into decisions. I've done location analysis for franchise rollouts, suitability modelling, and a steady stream of mapping experiments for fun.

Below is a mix of client work and hobby projects, plus write-ups of analyses I've found interesting.

Portfolio

Trail Maps PWA ↗

Progressive Web App for offline use on hiking trails. Installable on mobile, works without a connection, and serves cached trail maps so hikers can navigate in areas with no cell coverage.

  • PWA
  • Service Workers
  • JavaScript

Franchise Location Analysis: Taleemabad

Built GIS-based location scoring to guide a nationwide school franchise rollout, ranking catchments by population, competition, and accessibility.

  • QGIS
  • Census data
  • OSM

EstateView ↗

Interactive GIS dashboard for exploring DHA plots, sectors, and roads. Dynamic filtering by sector and category, real-time analytics, and shapefile integration via MapLibre GL.

  • React
  • MapLibre GL
  • SHPJS
  • Shapefile

GeoLint ↗

Open-source spatial data linter and auto-formatter. Validates geometry, detects CRS mismatches, auto-repairs invalid geometries, and batch-processes vector datasets through a Streamlit web UI.

  • Python
  • Shapely
  • GeoPandas
  • Streamlit

LLM-SDSS ↗

Geospatial decision support system that takes plain-English site criteria, converts them to GIS parameters via Gemini, runs weighted overlay analysis, and returns location recommendations with an interactive map and PDF report.

  • Python
  • GeoPandas
  • PostGIS
  • Gemini API
  • Streamlit

ClickyWindows ↗

Windows port of Clicky, a push-to-talk AI voice companion that runs as a transparent overlay, uses Gemini Live API for speech recognition and response, and flies its cursor to locations it references on screen.

  • C#
  • .NET 8
  • Gemini Live API

Analysis

Write-ups of spatial analyses — methods, data, and what the maps revealed.

How Far Is the Nearest School or College in Islamabad?2026-06-09

How Far Is the Nearest School or College in Islamabad?

A walking-distance access analysis of 2.5 million residents and 1,131 schools & colleges across the Islamabad Capital Territory.

  • Network analysis
  • OSMnx
  • Python
  • Islamabad
  • Education

Contact

Let's talk.

Best way to reach me is email. I respond to most things.

Emailmahad.imran29@gmail.comLinkedIn/in/mahadimran29Instagram@mahad.imran