In this session, we will explore how Genie, an AI-driven platform transformed HVAC operational insights by leveraging Databricks offerings like Apache Spark, Delta Lake and the Databricks Data Intelligence Platform.Key contributions: Real-time data processing: Lakeflow Declarative Pipelines and Apache Spark™ for efficient data ingestion and real-time analysis. Workflow orchestration: Databricks Data Intelligence Platform to orchestrate complex workflows and integrate various data sources and analytical tools. Field Data Integration: Incorporating real-time field data into design and algorithm development, enabling engineers to make informed adjustments and optimize performance. By analyzing real-time data from HVAC installations, Genie identified discrepancies between design specs and field performance, allowing engineers to optimize algorithms, reduce inefficiencies and improve customer satisfaction. Discover how Genie revolutionized HVAC management and apply to your projects.
talk-data.com
S
Speaker
Sridhar Venkatesh
1
talks
Principal AI Engineer
Lennox
Sridhar Venkatesh is a Principal AI Engineer at a leading HVAC company, where he drives innovation in AI, data science, and machine learning for smart, connected systems. With multiple U.S. patents, he specializes in building scalable cloud and IoT solutions featuring prognostics, diagnostics, and GenAI applications. His expertise spans big data pipelines, real-time analytics, and deploying intelligent automation using platforms like Databricks.
Bio from: Data + AI Summit 2025
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