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Drone based Automated Water Sampling Module

Drone based Automated Water Sampling Module

Making River Health Visible, Verifiable and Public

Created on 28th December 2025

Drone based Automated Water Sampling Module

Drone based Automated Water Sampling Module

Making River Health Visible, Verifiable and Public

The problem Drone based Automated Water Sampling Module solves

Water quality monitoring today is manual, slow, and risky, limiting access to river centers and hazardous zones. This leads to delayed results, incomplete data, and missed pollution events.

Our drone and IoT-based system enables safe, automated, and real-time water sampling, providing accurate, geo-tagged data from hard-to-reach locations. It allows faster pollution detection, wider monitoring coverage, and publicly accessible water health data, supporting better governance, research, and environmental protection.

Challenges we ran into

  • THE PROJECT FOLDER COULDN'T ADD KIRO FOLDER IF ANY ISSUE ARRIVES IN THE PROJECT STRUCTURE

  • Collecting multiple water samples without contamination
    We used Solenoid valve and peristatic pump to control the water flow in specific bottle using a relay

  • Ensuring transparency with the public and that the data is not tampered with
    We used Aptos Layer 1 which is a blockchain technology using which SHA-256 algorithm to hash the data permanently so it can not be tampered

  • Ensuring the data is not tempered at the testing lab
    We're measuring 3 parameters on board whose that is reliable. Using these 3 parameters we can find out a range of 9 related parameters by using machine learning and training it on historic data. This range can be used to check if the data provided by the is accurate

Tracks Applied (5)

Creative Use of Kiro

I have creatively used kiro ide for making my prototype end to end as there are three fields in the project government ,...Read More

AWS

Aptos

Our project aligns strongly with the Aptos blockchain track by leveraging blockchain-based chain of custody to ensure en...Read More

Aptos network

ELeven Labs

Converts responses into the user’s native language for inclusive and accessible interaction.

Eleven Labs

Gemini API

Our project fits seamlessly within the Gemini API track by integrating a multilingual AI voice assistant with a voice-as...Read More

Gemini

Best Use of Auth0

How This Project Fits the Track Role-Based Authentication & Authorization implemented using Auth0 Distinct access leve...Read More

AuthO

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