Sreedev's pivotal contribution to our group project lies in the development of a sophisticated bot designed to identify the invasive Parthenium weed from images uploaded by users. As a final year student pursuing B.Sc. Computer Technology at Sri Krishna Adithya College of Arts and Science, his expertise in leveraging drone technology and satellite image processing has been instrumental in addressing the Parthenium menace. Employing Convolutional Neural Network (CNN) algorithms, Sreedev meticulously trained a model using a comprehensive dataset of Parthenium and non-Parthenium images, ensuring high accuracy and reliability in weed identification. This bot represents a cutting-edge solution seamlessly integrated into our project's official website, enhancing accessibility and usability for stakeholders. Sreedev's dedication, technical acumen, and innovative approach underscore the effectiveness of our endeavours in combating the spread of Parthenium weed. His commitment to excellence and problem-solving skills exemplifies the collaborative spirit driving our team towards meaningful impact in environmental conservation. In recognition of his invaluable contribution, Sreedev's work stands as a testament to the collaborative synergy fostered within our group, propelling us towards achieving our project's objectives with utmost efficiency and effectiveness.