William Falcon

William Falcon, CEO of Lightning AI and creator of PyTorch Lightning, dives into optimizing deep learning models. He explains the distinctions between training and inference, emphasizing the need for fast processing in applications like self-driving cars. Falcon discusses MLOps complexities and highlights the required multidisciplinary skills for production AI. He also warns about common pitfalls for new users and the importance of using LightningModule for scalability. Plus, he shares insights on the evolving landscape of AI frameworks.