Hi everyone! I’m currently working on a makeup recommendation engine as part of a research project at MIT. I was inspired to come to terms with this because of my own struggles with makeup as well as the struggles I constantly read here. I have built a basic recommender system which can match foundation shades with complementary products (lips, blush, bronzer, etc.) and in some cases recommend similar alternatives / products. I started to share my learnings in response to a few of the posts from the community, but it’s a bit overwhelming for me to go through the previous posts. If you’re looking for specific product recommendations and have more / less a foundation (or bb / cc / tint) that works for you, let me know! I love to help! Send me a message.