Applied GIS Analysis

  • Afforestation & Deforestation: Assessed land cover changes using satellite imagery, NDVI analysis, and remote sensing.
  • Urban Sprawl Detection: Analyzed urban expansion patterns through multi-temporal satellite imagery.
  • Georeferencing & Digitization: Georeferenced historical maps and digitized spatial features.
  • Cartography: Designed interactive and static thematic maps for high-level decision making.
Remote Sensing ArcGIS Cartography

Leafmap & Streamlit App

A powerful web application built with Python using Leafmap and Streamlit for dynamic geospatial data visualization and interactive map rendering directly in the browser.

Python Streamlit Leafmap

AI Chatbot with Streamlit

An intelligent, interactive chatbot built entirely in Python using Streamlit, deployed seamlessly online for instant user query resolution and real-time responses.

Python Streamlit AI/LLM

AI-Powered Report Generator

Developed an automated pipeline for GIS data processing that leverages Artificial Intelligence to drastically increase analysis speed and automatically generate detailed, ready-to-present spatial reports.

Automation Python AI

YOLO on Satellite Images

Utilized the YOLO (You Only Look Once) deep learning model to accurately detect and classify specific terrain objects directly from high-resolution remote sensing satellite imagery.

Machine Learning Computer Vision YOLO

Leafmap AI Agent

Engineered an intelligent AI agent capable of parsing natural language inputs and executing real-time, interactive GIS mapping commands seamlessly into the Leafmap environment.

AI Agents NLP Leafmap

Live Geospatial Buffer Map

An interactive coordinate plotting tool. Enter a latitude and longitude to drop a pin. Optionally, add a radius in kilometers to generate a spatial buffer zone natively implemented with Leaflet.js.