Pranshu Agrawal

Pranshu Agrawal, Lead AI Engineer at MathCo, brings nearly a decade of expertise in artificial intelligence and machine learning, driving transformative innovation within the R&D team. He spearheads the development of Generative AI capabilities and pioneering technologies that redefine industry standards.

With a specialization in computer vision, he is deeply committed to fostering creative environments that push the boundaries of technical and analytical excellence, translating cutting-edge ideas into impactful real-world applications.

Pranshu has successfully solved complex business challenges across diverse industries, including airlines, ed-tech, and sports, delivering scalable, high-impact solutions for Fortune 500 companies.

All Sessions by Pranshu Agrawal

Day 1

Feb 5, 2025
12:00

Bridging the Gap: Integrating Business Context into Large Language Models

12:00 - 12:30

Large Language Models (LLMs), trained on extensive internet-scale datasets, demonstrate exceptional performance across diverse tasks. Yet, they often fall short when it comes to grasping the unique nuances of organizational data. As a result, standard LLMs frequently require human intervention to deliver accurate, business-specific insights. Join us for this Tech Talk as we dive into the world of LLMs. Explore the challenges LLMs face with business-specific contexts and how we can make them more effective. Discover strategies for integrating organizational context into models, examine how LLMs utilize this enhanced information, and uncover its transformative impact on the accuracy and specificity of their responses.

HALL 1 (Main) - Keynotes / Tech Talks

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Pranshu Agrawal

All Sessions by Pranshu Agrawal

Day 1

Bridging the Gap: Integrating Business Context into Large Language Models

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