Molecules are all around us, in our medicines, clothes, and even our food. Finding new molecules is crucial for better treatments, eco-friendly products, and saving the planet. Different industries have been using Machine Learning and AI to discover molecules, but now there's gen AI, which can enable further breakthroughs. During this talk, we explore some use cases where gen AI can make a big difference in finding new molecules.

There are many great off-the-shelf gen AI models and tools available, however using them in production often requires additional engineering effort. In this talk, we explore the challenges faced when building a gen AI use case for a call center application such as maximizing GPU utilization, speeding up the overall pipeline using parallelization and domain knowledge, and moving from POC to production.