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Manish
Kumar Thota
Generative AI Data Scientist, NLP
S&P Global
Manish Kumar Thota is a Generative AI Data Scientist at S&P Global, where he builds NLP and multimodal systems powered by LLMs, agents, and MLOps pipelines. He’s also an open-source contributor through Google Summer of Code, working on video annotation tools at the intersection of LLMs and machine learning. With hands-on experience in retrieval-augmented generation (RAG), embeddings, and scalable GenAI systems, Manish brings a strong applied research lens to industrial AI challenges.
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30 October 2025 12:30 - 13:00
Interactive panel | Human oversight in LLMs: Building for safety, alignment, and trust
Aligning large language models to specific objectives demands fine-tuning pipelines that are both precise and scalable. In this session, panelists will unpack the technical architecture behind these pipelines - covering data selection, model adjustment techniques, and ongoing alignment monitoring - while tackling challenges like preserving generalization and minimizing bias or drift.