A curated list of resources to help you with ArcGIS development, APIs, SDKs, tools, and location services

[ARCHIVED] CARTO for React. The best way to develop Location Intelligence (LI) Apps usign CARTO platform and React

CARTO for React packages

Client library for CARTO APIs and framework-agnostic CARTO + deck.gl applications.

🌍 AI-Powered Geospatial Analysis & Location Intelligence — Combining M.A. Geography expertise with ML for business site selection, demographics & geo-marketing

This repository manages various location intelligence engineering needs.

A hackathon project analyzing the feasibility of setting up dark stores using data-driven insights. Focuses on demand clustering, location intelligence and logistics optimization.

🏠 Interactive React web app that analyzes any address for walkability, drivability, and urban characteristics using real OpenStreetMap data. Features live scoring, interactive maps, and responsive design.

Code and figures used in this post

Interactive territory management tool with dual grid systems (Turf.js squares & H3 hexagons). Click-to-place markers, assign territories to contacts, and visualize geographic coverage with MapLibre GL. Features zoom-adaptive resolution, bulk operations, and mobile optimization for field service & sales planning.

Build location recommendations for retailers who want to open offline stores.

Django REST API powering Amala Atlas — handles multi-channel candidate ingestion (WhatsApp, web, Google Maps, Twitter), source-channel-aware scoring, fuzzy deduplication, dynamic verification thresholds, and promotion to canonical map database. The system of record for every Amala spot.

⚡ A full-stack location intelligence platform featuring real-time demand analysis, interactive mapping, and AI-powered feasibility scoring.

The initial repository had results of location analysis using PostgreSQL; it has been updated to include python analysis with same data.

An AI-powered, vibe-aware location discovery app combining ML, LLMs, and Maps.

Strategic Dark Store Location Optimization using MILP & Streamlit

location intelligence, recommendation system

googlemaps local business extractor

Interactive choropleth map dashboard for retail and operations site selection in Malaysia

It is a geolocation-based analysis and visualization tool designed to map, track, and analyze location data through an interactive interface, enabling users to gain spatial insights, monitor geographic patterns, and explore data-driven location intelligence for smart applications.