Shelter In Place Project

Gazebo simulation models of vehicles (land, air, water) used in disaster scenarios

App to classify Disaster Response

The Geospatial Analysis for Disaster Evacuation Planning (GADEP) project seeks to provide decision-making support to emergency managers in coastal Oregon cities that are vulnerable to tsunami and earthquake hazards in order to enable a speedy recovery after such disasters.

Northrop Grumman Hackathon 2017

Research is fun!

[Depreciated] Emergency Services - Search and Reporting app - for the Agents of Change Hackathon, 11 & 12 August 2018 in NYC

Crowd-sourced geolocation application developed in response to Hurricane Harvey for rescue and cleanup.

Disaster Response Message Classifier according to priority and type and ETL/ML Pipeline

A machine learning pipeline to classify text messages following a disaster.

Disaster Response Pipeline

A front-facing server to help act as first-responder during a natural disaster leveraging IBM services like Visual recognition, Speech-to-text.

This project is to classify the messages that will popup on time of natural disaster. It will be useful for countries to tackle that disaster. In this project, NLP and ML pipelines are used.

Building Machine Learning and ETL Pipelines to categorize emergency messages based on the needs communicated by the sender

Data Science Project for Udacity's Data Scientist Program. Here I created a webapp and ML/NLP pipeline that analyzes message data for disaster response and shows classification results.

A web-based pipeline to classify messages potentially related to disaster response

Efficient model for semantic segmentation on edge devices, specifically targeting the analysis of disaster scenes from images captured by unmanned aerial vehicles (UAVs).

Disaster response pipeline using Figure Eight messages