Partner with us

Get your ticket

Call to action

Your text goes here. Insert your content, thoughts, or information in this space.

Button

Back to speakers

Gagandeep

Dua

JPMorganChase

Gagandeep Dua is a Vice President at JPMorgan Chase. In her remarkable 14-year journey at JPMorgan Chase, Gagandeep emerges as an accomplished leader who has steered impactful strategic initiatives within the domains of Cloud Computing and AI/ML. Her wealth of experience underscores her proficiency in navigating the intersection of technology and innovation. Gagandeep has a fervent passion for community building. She has led several communities, providing a hub for networking, learning, and staying updated. Gagandeep holds a Master's degree in Computer Science and an MBA from Indian School of Business. She holds numerous certifications in the fields of AI/ ML and Cloud, showcasing her expertise and commitment to continuous learning in these cutting-edge technologies. Outside of her professional pursuits, she finds joy in reading, watching Netflix and YouTube, and cherishing quality moments with her family.

Button

20 August 2025 12:30 - 13:00

Generative AI for text summarization using LLMs

This session offers a practical walkthrough of fine-tuning NLP models using customer service data, with a focus on the Samsung dataset. Gagandeep explores model selection strategies from the Hugging Face leaderboard, weighing performance against resource constraints. Popular decoder models like GPT, Pegasus, T5, and Bart are discussed in the context of real-world deployment and cost-effective customization.