I discuss this more on my about page, but I worked alongside a team of four to create the server-side technology for IBM’s partnership with Harman in creating a physical conversational agent for different conversation and automation scenarios. We constructed the conversational model, developed a means for device interaction using voice, designed the database for storing user metadata, and built an admin UI for testing, debugging, and device management.