Amna Bibi@AaMna_AnSari

Our app transforms bland, raw rooms into aesthetically pleasing spaces by suggesting design solutions based on user input (images and text). Utilizing HTML, CSS, and JavaScript, we analyze the provided data to recommend tailored design options that enhance the room's appearance. This intuitive interface ensures users can easily visualize and implement design changes, creating personalized, beautiful spaces with ease. Whether you're looking to refresh a single room or redesign an entire home, our app provides the inspiration and guidance needed to achieve stunning results. Additionally, users can explore a variety of design themes.

EduNexus is a cutting-edge AI-powered platform that brings together key academic tools into one integrated solution, offering personalized support tailored to each student’s needs. Using IBM watsonx.ai’s advanced generative AI, EduNexus provides a range of features designed to enhance the educational experience: • Personalized Learning Materials: EduNexus customizes content based on a student’s learning style and progress, ensuring that each student receives material suited to their individual needs. • Real-Time Coding Assistance: The platform offers immediate feedback on coding tasks, helps debug code, and explains complex coding concepts, making programming easier to understand. • Document Summarization: EduNexus uses AI to create concise summaries of textbooks and academic papers, helping students grasp essential information quickly and efficiently. • Interactive Study Planning: It generates personalized study schedules that adapt as students progress, helping them manage their time and workload effectively. • Custom Study Resources: The platform creates practice exams and revision materials tailored to a student’s current knowledge and learning needs. Powered by the Granite-3b-code-base model, EduNexus uses few-shot learning to adapt dynamically, providing relevant and high-quality content with minimal input. This approach ensures a seamless and efficient learning experience. EduNexus aims to transform education by boosting student engagement and easing educators' workloads, with plans for future expansion to further enhance its impact on the global education landscape.

In our recent journey through two hackathons—Business Startup 1 and Codestral—we embarked on the challenge of introducing and developing the concept of a 2D Infinite Plane. While the initial idea showed promise, we encountered significant mathematical challenges that needed to be addressed in order to fully optimize our solutions. The key to overcoming these obstacles lay in refining the underlying mathematics, particularly in the realm of base conversion, where traditional methods proved inefficient. This hackathon provided the perfect platform to not only resolve these issues but also to pioneer an optimized approach that drastically enhances performance in large base systems. Our work led to a breakthrough that has profound implications for advanced data processing and natural language processing (NLP) tasks. The results of this hackathon have far exceeded our expectations. By successfully working out the necessary theorems and refining our mathematical approach, we discovered a novel base conversion method that utilizes subtraction instead of polynomial evaluation. This innovation resulted in an astonishing 31,000% efficiency gain, significantly reducing computational costs and improving performance in large base systems. The implications of this breakthrough are particularly relevant for tokenizers and other advanced data processing tasks, where the reduction in computational complexity enables faster and more efficient processing. Our work has not only optimized the handling of the 2D Infinite Plane but has also laid the groundwork for future advancements in NLP and data processing technologies. This hackathon has truly been a transformative experience, reinforcing the importance of deep mathematical understanding in driving technological innovation.