Comprehensive guide to AI applications in OSINT workflows and intelligence analysis

co-create and grow GEOINT standards transparenlty

DeepGeo: Deep Learning for Earth Observation data ToolBox

Monitor areas on static map services & log new images

Picterra Python API Client

A walkthrough of tutorials I made for working with geospatial data in Python. Includes my evaluations of Python geospatial libraries, tools and packages.

2017 Seattle Geospatial Intelligence Hackathon: team project

RADAR is a real time geospatial intelligence platform that aggregates aircraft, maritime, cyber, OSINT, GPS interference, and threat alert data to provide global situational awareness through an interactive intelligence dashboard

Autonomous ITS engine for real-time mobility routing, prediction, and geospatial intelligence. Built on MQTT, GTFS/GTFS-RT, and a self-healing microservice architecture.

A curated list of resources on autonomous GeoAI and AI4Science.

Envitia MapLink Pro sample code

The website Tasking by Banglow map offers advanced geospatial monitoring and satellite imaging services. It provides users with the ability to request on-demand high-resolution satellite imagery and real-time analytics for various industries such as defense, energy, agriculture.

Open flood-risk data analysis project using Google Earth Engine and open geospatial datasets.

Repo for geospatial data analytics projects, blog posts and podcast

Geospatial analysis of remote observation data.

Machine Learning to Regionalize Data and perform geospatial clustering

A full-stack AI system that simulates the core of Uber/Lyft’s ML pricing & ETA pipeline using time-series forecasting, spatial ML, and Streamlit UI. Deployed on Hugging Face Spaces and ready to scale. https://rajesh1804.medium.com/ridecastai-real-time-dynamic-pricing-eta-prediction-engine-for-ride-hailing-apps-2d4e3b8b57a5

Sentra OSINT A real-time global monitoring platform that fuses open-source intelligence signals — aircraft telemetry, maritime AIS traffic, geopolitical events, economic alerts, and global news — into a unified intelligence dashboard for situational awareness.

Mappls advanced analytics engine: Insight transforms raw data into impactful visualizations and interactive dashboards, easily shared and embedded.

A platform for supporting onshore wind farm siting in Australia