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Explore how an AI-driven platform revolutionized HVAC operational insights by leveraging Databricks' comprehensive data intelligence ecosystem in this 28-minute conference talk. Learn how Genie transformed HVAC management through real-time data processing using DLT and Apache Spark for efficient data ingestion and analysis, while utilizing the Databricks Data Intelligence Platform to orchestrate complex workflows and integrate various data sources and analytical tools. Discover the integration of real-time field data into design and algorithm development processes, enabling engineers to make informed adjustments and optimize performance by analyzing discrepancies between design specifications and actual field performance. Understand how this approach led to algorithm optimization, reduced inefficiencies, and improved customer satisfaction in HVAC installations. Gain insights into practical applications of Delta Lake for data management and workflow orchestration techniques that can be applied to your own engineering projects. The session is presented by Mohamed Hanif Ansari, Manager of Data Science & AI at Lennox, and Sridhar Venkatesh, Principal AI Engineer at Lennox, who share their real-world experience in implementing data-driven solutions for HVAC system optimization.
