In this talk, we’ll explore the challenges and solutions related to building and deploying conversational AI workflows, including modalities like automatic speech recognition, large language models, and speech synthesis models focusing on regional languages. We’ll dive deep into various aspects of the lifecycle, from data preparation to model training and deployment using NVIDIA NeMo framework and NIM inference microservices.