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Hi hello and welcome to our team submission for Estee Lauders hackathon for accessible beauty How many of us have found ourselves toggling between 2 or more shades of the same product, feeling unsure which to choose? Online shopping has become a staple in our everyday lives. While the internet has made it easier for many to shop from the comfort of their own homes, there are still many barriers that prevent shoppers of under-represented communities from accessing and purchasing the products they need. What if I told you there was an easier way to find the right products for you, all without having to leave the comfort of your home? Shade Savant is a beauty app that takes the guess work out of finding your perfect makeup shade by leveraging machine learning technology to increase confidence in shade matching. Online beauty retailers have worked to provide resources to guide their customers in selecting the best shade for them, including text descriptions, videos, and various images di