USING GENERATIVE AI & MACHINE LEARNING IN THE ENTERPRISE + STARTUP SHOWCASE
AUSTIN + ON-DEMAND | February 19-20, 2025
Arjun Bali
Senior Data Scientist, Rocket Mortgage
Arjun Bali is a seasoned data scientist whose innovative solutions have consistently driven transformative change across industries. Currently a Senior Data Scientist at Rocket Mortgage, Arjun has spearheaded the development of a cutting-edge Retrieval-Augmented Generation (RAG)-based analytics platform, showcased as a flagship product on Investor Day. This groundbreaking solution not only slashed analyst hours by 70% but also empowered data-driven decision-making organization-wide, cementing its reputation as a cornerstone of modern analytics. Arjun’s career has been marked by a relentless pursuit of excellence. From designing a Customer Lifetime Value (CLTV) model that boosted retention rates by 25% to revolutionizing site selection strategies at Yum! Brands, he has demonstrated an unparalleled ability to merge advanced machine learning techniques with business acumen. His work at FedEx and SparkCognition further highlights his expertise in predictive modeling, anomaly detection, and natural language processing, showcasing a proven ability to deliver actionable insights that drive efficiency and reduce downtime. Beyond his professional achievements, Arjun is a dynamic innovator with a passion for tackling complex challenges. Whether co-founding UrbanMedico to bring accessible medical consultations to underserved areas or developing impactful data science projects in sentiment analysis, image captioning, and employee churn prediction, his work embodies a blend of technical mastery and entrepreneurial spirit. A proud alumnus of The University of Texas at Dallas, where he earned his M.S. in Data Science, Arjun combines deep technical expertise with a strategic mindset, making him a sought-after leader in the data science community. Armed with a visionary approach and a proven track record, Arjun Bali continues to push the boundaries of what’s possible in the realm of analytics and machine learning.
Watch in-person: February 19
Advanced RAG For Text to SQL Applications
What if you could turn complex datasets into instant, actionable insights, just by asking a question like you would, to a colleague familiar with the data? This talk introduces an Advanced Retrieval-Augmented Generation (RAG) system that puts the power of data directly into the hands of business leaders. No more delays and data bottlenecks. This RAG powered tool enables real-time, natural language interactions with your data, bridging the gap between technical teams and decision-makers. Business leaders can now unlock nuanced insights with ease, ask follow-up questions, and make data-driven decisions not only faster than ever before but also way easier. This session will dive into real-world applications, revealing how the tool enhances operational efficiency, democratizes data access, and empowers businesses to stay ahead in competitive markets. Learn how organizations are transforming their workflows, reducing reliance on technical teams, and fostering a culture of rapid, intelligent decision-making.