SafeRoute is a smart disaster management system that predicts flood and earthquake risks, identifies safe zones, and provides optimized evacuation routes. Using machine learning and geospatial mapping, the platform guides civilians and rescue teams with accurate, real-time information during emergencies.

Earthquake Risk Mapping by combining association rule, probability density function, density and prediction.

A geospatial data science project to analyse and visualise earthquake risk using historical USGS data.

Pull real-time earthquake data from USGS. Display magnitude and frequency on an interactive map. Analyses risk using historical trends.

Earthquake Risk Mapping For Messina

This project integrates python and GIS techniques to map earthquake risk in Nepal. It uses spatial datasets from USGS for analysis.

Due to ongoing crisis of rainfalls and earthquakes, I was inspired to create a predictive climate risk mapping project

AI/ML-based Earthquake Risk Mapping System with AR visualization. Uses USGS data, Random Forest for prediction, DBSCAN for hotspot detection, and GIS map for risk visualization.

Mapping the Rhythms of Seismic Stories" leverages Tableau to analyze earthquake trends, identifying seismic hotspots and risk patterns for disaster preparedness. The insights support decision-making in urban planning, emergency response, and infrastructure resilience.

An end-to-end data analysis project on global earthquakes using clustering, mapping, and Tableau dashboards. The project identifies hotspots and high-risk regions based on magnitude, depth, and location trends from 2023 data.

"Mapping the Rhythms of Seismic Stories" utilizes Tableau to examine earthquake trends, pinpointing seismic hotspots and risk patterns to enhance disaster preparedness. These insights aid decision-making in urban planning, emergency response, and infrastructure resilience.

Analyzed global seismic trends using Power BI to identify high-risk zones. Engineered a data model via Power Query to process geospatial and temporal datasets. Developed DAX measures to correlate earthquake magnitude with tsunami occurrences. Designed interactive dashboards for real-time disaster mapping.