Discover how the quest for vegan collagen is transforming skincare by offering a cruelty-free alternative to traditional animal-derived products. By leveraging genetic engineering, a microbe is engineered to produce collagen, similar to how yeast is used in beer production. This innovative approach not only addresses ethical concerns but also highlights the critical role of data science and machine learning in optimizing biological processes and minimizing risks in R&D.