Selected Projects

I enjoy making things. Here are a selection of projects that I have worked on over the years.

Satellite-Based Conservation Agriculture Monitoring Using Sentinel-1 SAR and Sentinel-2 in Pavia Rice Fields featured image

Satellite-Based Conservation Agriculture Monitoring Using Sentinel-1 SAR and Sentinel-2 in Pavia Rice Fields

A proof-of-concept study classifying post-harvest conservation agriculture practices in 75 rice fields (382 ha) across Pavia Province, Italy, using Sentinel-1 SAR and Sentinel-2 …

Rice Paddy Mapping at Scale: 93.3% Accuracy Across Telangana featured image

Rice Paddy Mapping at Scale: 93.3% Accuracy Across Telangana

Satellite-based Rabi rice paddy field mapping in Telangana, India. Published in Environmental Challenges (Elsevier, 2025). Achieved 93.3% overall accuracy mapping 732,345 hectares …

Multi-Sensor Land Cover Classification in the Pavia Region Using Google Earth Engine featured image

Multi-Sensor Land Cover Classification in the Pavia Region Using Google Earth Engine

This project implements a land cover classification system for the Pavia region in Italy, utilizing a fusion of Sentinel-1 and Sentinel-2 satellite data within the Google Earth …

Paddy Field Mapping using NDVI Thresholding and Machine Learning featured image

Paddy Field Mapping using NDVI Thresholding and Machine Learning

Published Research: This project evolved into a peer-reviewed publication achieving 93.3% accuracy in mapping 732,345 hectares of rice cultivation across Telangana, India. In this …

Rome Weather Analysis Project featured image

Rome Weather Analysis Project

📊 Comprehensive Climate Study (1950-2022) A detailed analysis of Rome’s changing climate using advanced data analysis and machine learning techniques. This project offers insights …