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Shubham
Maurya
Senior Data Scientist, Product Development
Mastercard
Shubham Maurya is a researcher and innovator in Artificial Intelligence, currently serving as a Senior Data Scientist at Mastercard’s Product Development. With nearly eight years of experience in machine learning, MLOps, and LLMOps, he specializes in developing scalable models and generative AI solutions. His work spans from foundational research to real-world applications, where he plays a crucial role in projects that enable near real-time inference and distributed model training. Additionally, Shubham has made significant contributions to AI optimization, notably with the "Owl Search Algorithm," a novel, nature-inspired heuristic approach to hyper-parameter tuning for global optimization. Currently, Shubham is focused on developing agentic solutions and researching advanced techniques for context document retrieval, with the goal of enhancing AI’s ability to process and utilize information more effectively.
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11 September 2025 11:00 - 11:20
Next-gen context retrieval: Navigating RAG’s real challenges
This session will bridge the gap between theoretical concepts and real-world applications. We'll delve into the technical foundations of generative AI, exploring cutting-edge architectures and algorithms. Through practical examples and case studies, we'll demonstrate how to leverage generative AI to solve complex problems, automate tasks, and create innovative solutions. Key takeaways: → Gain a deep understanding of the core concepts and algorithms that underpin generative AI, including neural networks, deep learning, and generative models. → Explore practical use cases of generative AI across various industries, from creative content generation to drug discovery and beyond.