Project Manager, Amla Commerce, WI, USA

Title of the Talk :
Beyond the Algorithm: Why Data Engineering is the Real AI Differentiator

Abstract of the Talk:
In the race to harness artificial intelligence, algorithms often steal the spotlight but it’s the invisible scaffolding of data engineering that determines whether AI succeeds or stalls. This keynote challenges the conventional narrative by spotlighting data system engineering as the true differentiator in AI-driven innovation. From scalable pipelines and real-time ingestion to governance, lineage, and ethical data stewardship, we’ll explore how robust engineering practices transform raw data into reliable intelligence.

Drawing on real-world examples from healthcare, research, and enterprise platforms, we’ll unpack the architectural decisions that make or break AI deployments. Attendees will gain insight into how data engineers shape model performance, ensure compliance, and future-proof AI systems against shifting regulatory and business landscapes. If AI is the brain, data engineering is the circulatory system and it’s time we gave it the recognition it deserves.