The Farmers Market Management System comprises three interconnected modules, each tailored to the specific needs of Shoppers, Farmers/Vendors, and Market Organizers. The Shopper Module enables users to register accounts, access market information, search for products, maintain a virtual shopping cart, and stay informed through notifications about market updates and promotions. The Farmer/Vendor Module empowers farmers and vendors to showcase their products through profile creation, list items with detailed descriptions, manage orders, communicate with shoppers, and gain insights through sales analytics. In parallel, the Market Organizer Module allows organizers to set up and manage farmers markets, approve vendor applications, execute promotions to attract shoppers, and collect valuable feedback and reviews to enhance the overall market experience. This collaborative system establishes a dynamic and efficient marketplace where shoppers, farmers/vendors, and organizers seamlessly interact, fostering a thriving community around local produce and products.

• Market Management System

The pet adoption system is structured into three core modules to seamlessly facilitate the adoption process: the Adopter Module, Staff Member Module, and Administrator Module. Adopters, through the Adopter Module, can create accounts, search for pets, submit adoption applications, communicate with staff members, and track their adoption history. Staff members, utilizing the Staff Member Module, manage pet profiles, review and process adoption applications, communicate with adopters, maintain pet health records, and organize adoption events to promote the adoption center. Administrators, in the Administrator Module, oversee the entire system, managing user accounts, maintaining pet database integrity, generating insightful reports on adoption trends and user feedback, and configuring system settings such as adoption fees and notifications. This integrated system ensures a smooth and efficient adoption experience for both adopters and staff members, with administrators having the tools to monitor, adjust, and optimize the overall functioning of the pet adoption platform.

The film festival management system is seamlessly organized into three interconnected modules, catering to the distinct roles of Attendees, Filmmakers, and Administrators. Attendees are empowered with features such as account creation, access to a comprehensive film schedule, ticket purchase capabilities, personalized agenda management, social interaction opportunities, and the ability to provide feedback and ratings for attended films. Filmmakers, utilizing the Filmmaker Module, can submit their films for consideration, track submission status, participate in festival events, interact with attendees, and access analytics on audience engagement and film ratings. Administrators, through the Administrator Module, orchestrate the entire festival by managing film selection, scheduling events, overseeing ticket sales, providing user support, and accessing comprehensive analytics for post-festival analysis. The system is designed to create a seamless and engaging experience for both attendees and filmmakers, with administrators having the tools to efficiently manage the festival's logistics, ensuring a successful and enjoyable cinematic event.

The system is structured around three integral modules, each serving a distinct role. The Crafter/Seller Module provides crafters and sellers with the tools to establish and showcase their profiles, list handmade crafts with detailed descriptions, manage orders, engage with shoppers through communication features, and gain insights through sales analytics. Shoppers, utilizing the Shopper Module, can register accounts for personalized experiences, explore a diverse array of homemade crafts, utilize a virtual shopping cart for seamless transactions, manage orders and shipping details, leave reviews and ratings, and curate wishlists of preferred items. Overseeing the entire ecosystem, the Platform Administrator Module grants administrators control over user accounts, product listings, feedback, and dispute resolution, ensuring adherence to platform guidelines. Additionally, administrators have access to comprehensive analytics and reporting features, providing insights into overall platform performance, popular crafts, and user engagement. This collaborative system creates a dynamic marketplace where crafters, sellers, and shoppers converge to foster a vibrant community of creativity and commerce.

The beauty community platform is designed with three interconnected modules to cater to the diverse roles of Creators, Learners, and Moderators. Creators are empowered with the Creator Module, allowing them to customize profiles, showcasing their skincare expertise, and providing the flexibility to edit or delete their shared recipes, tips, and discussions. Learners, on the other hand, engage with a wealth of knowledge through the Learner Module, exploring homemade beauty product recipes, discovering beauty tips, actively participating in discussions, and customizing their profiles to align with skincare preferences. The Moderator Module plays a crucial role in maintaining a positive community environment, as moderators oversee content moderation, discussion threads, user-related issues, and profile accuracy, ensuring adherence to community guidelines and platform policies. Collectively, these modules create a dynamic ecosystem where knowledge-sharing, engagement, and community well-being are prioritized, fostering a supportive space for beauty enthusiasts to connect and learn from one another.

The recycling management system comprises three distinct modules tailored to different user roles. The Regular User Module allows individuals to search for nearby recycling points, report issues, track personal recycling efforts, and engage in a reward system by earning points for their eco-friendly actions. The Recycling Point Administrator Module empowers administrators to oversee the management of recycling points, including adding new locations, updating details, and addressing reported issues. They can also communicate with regular users and access analytics on recycling point usage, issue resolution, and user engagement. At the highest level, the System Administrator Module provides overarching control, enabling the management of user accounts, reward system parameters, and offering global analytics to monitor system-wide recycling data, user engagement trends, and the utilization of the reward system. Together, these modules create a comprehensive and efficient ecosystem for promoting recycling practices while providing administrators with the tools to optimize the system's functionality.

The proposed gardening service management system encompasses three distinct user roles: Users, Coordinators, and Admin. Users are provided with a seamless experience through features such as registration, login, and the ability to view and search for garden coordinators. Users can explore available gardening packages, submit appointment requests to coordinators, and complete payments. Additionally, they have the option to cancel requests, view their request history, edit profiles, and register complaints. Coordinators, on the other hand, benefit from functionalities like registration, login, package management (addition, editing, and deletion), and the ability to view and respond to appointment requests. They can also access a history of accepted requests, manage their profile information, and address user complaints. The Admin role acts as the overseer, with capabilities to log in, view and delete user accounts, handle complaints, monitor and potentially block coordinators, view available packages, track service requests, and manage orders. This comprehensive system is designed to facilitate efficient communication and coordination between users seeking gardening services, coordinators providing those services, and the system administrator overseeing the entire process.

The Resiconnect (Hostel management system) is a comprehensive application designed to administer and streamline the services offered within a hostel facility. Developed to meet the specific needs of a residential campus and also for a privately running hostel, this app facilitates efficient management of resident services, ensuring a secure and comfortable living environment. The system incorporates modules for Residents, Wardens, and Admin, each with distinct roles and functionalities.

• Hostel management system

This project focuses on automating the detection of middle ear pathologies using the VGG16 convolutional neural network. Trained on a diverse dataset of annotated images from various imaging modalities, including otoscopy, CT, and MRI, the fine-tuned VGG16 model shows promising results. Its accuracy in identifying and classifying middle ear disorders is evaluated against traditional methods, showcasing advantages such as rapid image analysis and potential integration into healthcare systems. The VGG16-based approach holds promise for improving diagnostic accuracy, enabling early intervention, and enhancing patient outcomes in managing middle ear disorders. Further research is needed to validate its performance on larger datasets and explore integration into clinical practice.

• Automated Diagnosis
• Neural Network Applications

This project introduces an innovative approach to plant disease detection using machine learning, specifically convolutional neural networks (CNNs). By analyzing digital images of plant leaves and incorporating environmental factors, the project can accurately detect diseases early on, promoting sustainable agriculture. The machine learning models are trained on a diverse dataset, ensuring adaptability across different crops and diseases. The project's user-friendly interface allows farmers to receive real-time feedback, empowering them with actionable insights for effective crop management. Overall, this automated plant disease detection project aims to enhance crop productivity, reduce losses, and strengthen agricultural resilience.

• Convolutional Neural Networks
• Image Processing