Frailty Indicator Analysis Tool

The project aims to develop a prototype software tool that utilizes AI and machine learning to assess frailty indicators in older adults. The focus will be on measuring key indicators such as walking speed, grip strength, balance, and flexibility. By analyzing these metrics, the tool will help in early detection of frailty, potentially improving the quality of life for the elderly. The project will involve data collection, algorithm development, and testing to ensure accuracy and reliability. Learners will apply their knowledge of AI and machine learning to create a user-friendly interface that people can use from their personal computing devices. The project will also require a review of existing literature to understand current methodologies and identify gaps that the new tool can address.

AI Algebra Tutor Development

The goal of this project is to assist MyEdMaster LLC in developing an AI-based tutor specifically designed for Algebra 1. The AI tutor aims to replicate the instructional methods of human tutors, providing personalized and interactive learning experiences for students. The project involves designing algorithms that can understand and respond to student queries, offering step-by-step explanations and feedback. Learners will apply their knowledge of artificial intelligence, machine learning, and educational technology to create a prototype that can effectively engage students in learning algebraic concepts. The project will focus on creating a user-friendly interface and ensuring the AI can adapt to different learning paces and styles. By the end of the project, the team will have contributed to a tool that enhances educational accessibility and effectiveness.

Large Language Model-Driven Math Assessment Content Development

MyEdMaster LLC seeks to enhance its AI assessment tool by integrating advanced large language models to generate high-quality assessment content for mathematics. The goal is to create a robust set of questions and problems that accurately evaluate students' mastery of mathematical concepts. This project will allow learners to apply their understanding of large language models, AI, machine learning, and mathematics to develop content that is both challenging and educationally sound. The project involves analyzing existing large language models and programming them to create relevant mathematical assessment items to be integrated into our existing knowledge-based assessment tool.

Virtual Exercise Coach

The goal of this project is to develop a virtual coach application that leverages computer vision and machine learning to analyze a user's exercise form. The application will utilize a computer's camera to capture video footage of the user performing exercises. By processing these images, the system will identify key body positions and movements, comparing them against ideal form standards. The project aims to provide real-time feedback to users, highlighting any deviations or mistakes in their form. This tool will help users improve their exercise techniques, reduce the risk of injury, and enhance overall workout effectiveness. The project will focus on a limited set of exercises to ensure accuracy and reliability within the given timeframe.