Presentation: Growing and Cultivating Strong Machine Learning Engineers

Vivek Gupta presents best practices for managing and mentoring machine learning (ML) engineers, focusing on their development from early career stages to senior leadership roles. He emphasizes essential skills for Production Machine Learning, which include data and model management, building training pipelines, evaluating LLM prompts, ensuring privacy and security, and incorporating human-in-the-loop processes to create reliable and scalable AI systems.