Creating intuitive and engaging experiences for users is a critical goal for companies of all sizes, and it's a process driven by quick cycles of prototyping, designing, and user testing. Large corporations like Facebook have the bandwidth to dedicate entire teams to the design process, which can take several weeks and involve multiple stakeholders; small businesses don't have these resources, and their user interfaces may suffer as a result. My goal at Insight was to use modern deep learning algorithms to significantly streamline the design workflow and empower any business to quickly create and test webpages. The length of the development cycle can quickly turn into a bottleneck, and companies like Airbnb have started to use machine learning to make this process more efficient. Though promising as an example of machine-assisted design, it's unclear how much of this model is being fully trained end-to-end, and how much relies on hand-crafted image features.