This redesign focuses on Spotify’s AI recommendation feature, enhancing its accuracy to better reflect users’ diverse listening habits and current moods. Targeting users who enjoy AI-curated music selections, the project introduces mood-based customization, adjustable recommendation settings, song history, and feedback options. With a design-first approach, the aim is to simplify a complex feature and increase engagement, making AI-driven music discovery more intuitive and personalized for Spotify’s global audience.

Carve is a responsive web app designed to simplify the process of getting accurate surf and beach weather information. It caters to surfers and beachgoers by offering real-time updates and forecasts, helping users make quick decisions without the hassle of digging through multiple sources. This case study focuses on the challenges surfers face in accessing reliable weather data and how we can streamline this experience through a digital solution.

This project introduces an AI-powered chatbot to AutoCAD, designed to guide users through its extensive command library with ease. Aimed at professionals in the built environment sector, the chatbot offers real-time assistance, helping users quickly find relevant commands based on specific project needs. By learning from user habits and providing context-sensitive suggestions, the chatbot simplifies AutoCAD’s steep learning curve, enhancing productivity and user retention. With a focus on user-centered design, this solution streamlines AutoCAD’s complex interface, making it more accessible and intuitive for users worldwide.