Description This project aims to demonstrate the creation of an interactive product that showcases a next-word prediction algorithm. The deliverables include: A Shiny App: Users can input a phrase in a text box, and the app predicts the most likely next word using the trained algorithm. The app is hosted on shinyapps.io and designed for real-time predictions with minimal latency. A Slide Deck: A concise, 5-slide presentation created with R Studio Presenter, targeted at stakeholders like managers or investors. The presentation explains the underlying algorithm, highlights the app's features, and provides usage instructions. The Shiny app is tested against five English phrases (e.g., drawn from Twitter or news articles) to ensure robust and accurate predictions. The app and slide deck focus on delivering a seamless user experience and communicating the model's innovation and potential applications effectively. The project is designed to simulate a real-world pitch scenario, with an emphasis on usability, clarity, and technical soundness, making it a showcase for potential data science job opportunities.