SESSION

Unlock Data and AI Potential with a Fully Orchestrated Health Lakehouse

OVERVIEW

EXPERIENCEIn Person
TYPEBreakout
TRACKData Engineering and Streaming
INDUSTRYHealth and Life Sciences
TECHNOLOGIESAI/Machine Learning, MLFlow, Orchestration
SKILL LEVELIntermediate
DURATION40 min

Discover how Doral Health and Wellness, in partnership with Percept Health, is unlocking the full potential of data and AI in healthcare. We partnered to create a modern-day healthcare data lakehouse to integrate structured, semi-structured, and unstructured data from over a dozen sources, including thousands of medical devices. Our healthcare lakehouse is meticulously and fully orchestrated with DevOps, workflows, SQL warehouse, MLOps, and AutoML, utilizing Databricks’ Medallion Architecture and Unity Catalog features. This ensures seamless data integrations and access with unmatched performance. We've crafted a tailored risk stratification algorithm and now leverage generative AI and LLM models for targeted solutions. This solution empowers providers, payers, and healthcare entities in critical areas such as risk adjustment, cost and utilization management, quality improvement, care management, remote patient monitoring, patient engagement, and clinical decision support.

SESSION SPEAKERS

Hareesh Veldandi

/Founder
Percept Health