Portfolio – Najah

NatCat: A Natural Catastrophe Response Platform

A deep dive into the NatCat project, a platform for real-time natural catastrophe response featured at Prototypes for Humanity 2024 and Live Science.

Najah Pokkiri & Gautam Dadich

Jul 11, 2025

Soil Organic Carbon Estimation with Machine Learning

This was one of the first projects I worked on at Vertify. The task was to build a prediction model for soil organic carbon (SOC) for a region in India—on a very tight…

Najah

May 20, 2024

Above Ground Biomass Estimation with Deep Learniing

I’ve been working on the problem of biomass estimation in India. It’s a complex challenge for a few reasons:

Najah

May 20, 2024

Predicting Burned Areas on Landsat 5 Images using Machine Learning in Python: A Comprehensive Guide

Remote Sensing

Machine Learning

Python

This post provides a comprehensive guide to predicting burned areas on Landsat 5 images using machine learning in Python. It covers all the steps involved in the process…

Najah

Jul 16, 2023

Estimating Urbanisation using Machine Learning and Sentinel-2 Imagery in Google Earth Engine

In this blog post, we explore the use of machine learning techniques and Sentinel-2 satellite imagery in Google Earth Engine to estimate the extent of urbanization in Delhi.…

Najah

Jun 23, 2023

Compare Spectra App: A Simple and User-Friendly Tool for Spectral Analysis

The compare-spectra app is a new Earth Engine app that simplifies spectral analysis for remote sensing projects. It’s a easy a tool that makes it easy to explore and compare…

Najah

Jun 20, 2023