Kalyan Prasad
Kalyan is a Data and AI scientist with a background as a former data science and analytics manager, effectively balancing both academia and industry. He has presented talks at various PyCon's, Data Science and AI conferences, showcasing his expertise. As a community leader, Kalyan currently serves as the one of the Chair for PyConf Hyderabad 2025 and has held the role of Co-chair for PyCon India 2023 and PyConf Hyderabad from 2022 to 2024. In addition to these leadership positions, he is an active contributor to numerous Python, data science, and scientific communities worldwide.
Session
LLMs are powerful but things can quickly go wrong when you’re building real apps. Prompts may fail, tool calls can break, and outputs often behave in unexpected ways. In this talk, we’ll look at real-world issues developers face when working with Python-based LLM pipelines and how to fix them. You’ll walk away with practical debugging tips and tools to help make your AI apps more stable and trustworthy.