Ramprasad Rai

VP of Platform Engineering (speaking from personal perspective) with expertise in regulated environments, reliability, and large language model applications; discusses grounding AI in enterprise community knowledge and practical deployment constraints.

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Nov 13, 2025 • 24min

One thing enterprise AI projects need to succeed? Community.

Ramprasad Rai, VP of Platform Engineering at JPMorgan Chase & Co., dives into the challenges of deploying AI in regulated environments. He emphasizes the necessity of community-driven knowledge to ground AI tools, preventing hallucinations that arise from a lack of context. Rai discusses how Stack Overflow's structured Q&A can finely tune AI models and foster trust in generated code. He highlights the importance of active learning loops to maintain institutional expertise and the potential of Stack Overflow as a vital knowledge layer for AI-driven developer tools.

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