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Arjun
Bali
Staff Data Scientist
Rocket Mortgage
Arjun is a Staff Data Scientist at Rocket Mortgage with a passion for turning complex data into actionable strategies. A natural storyteller with a deep love for technology, he specializes in building machine learning and deep learning models, with hands-on experience in the energy sector. Arjun is also skilled in NLP, using it to uncover valuable insights from unstructured data. An experienced entrepreneur, he brings a confident, honest, and proficient approach to every project. Throughout his academic and professional journey, Arjun has consistently demonstrated his ability to drive impact through data-driven decision-making and execution on complex initiatives.
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29 May 2025 09:45 - 10:30
Panel | Tackling hallucinations, drift & data decay at scale
LLMs don’t fail overnight, they degrade quietly. From prompt fragility to distributional drift, maintaining reliability in production demands more than one-time testing. This session explores how engineering teams are: → Detecting and mitigating drift across prompts, embeddings, and outputs → Designing feedback loops that surface hallucinations in real-world use You'll leave with proven strategies to reduce failure rates, preserve model accuracy, and ensure your LLMs stay robust as data, users, and use cases evolve.

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