AutoCAD Chatbot

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.

Spotify: AI DJ Feature

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.