Analytical understanding and applying parameter optimization, regression with gradient descent to predict water quality levels across Indian waters.

Water quality assessment of the Similkameen River and tributaries in the Similkameen Watershed in BC

Developing an Automated Water Quality Prediction System using Machine Learning

Calculates the Forel-Ule Index of water quality from surface reflectances. Works with point and image data.

This project is a water quality prediction system developed for Omdena's Rwanda Chapter. The system utilizes the Streamlit framework to provide an interactive user interface for predicting water quality in different locations.