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
Speaker
Mohamed Hanif Ansari
1
talks
Hanif Ansari is an AI leader with 7+ years of experience driving innovation where data, analytics, and AI engineering meet. At Lennox, he leads AI initiatives focused on building smart, scalable systems that deliver real business impact. Hanif oversees the end-to-end lifecycle of AI and data science projects—from data architecture and model development to deployment. With a strong foundation in Electronics Engineering and a Master’s in Management Science, Hanif blends deep technical know-how with strategic thinking. He is also passionate about building human-centered AI and growing high-performing teams. Outside of work, you’ll find him exploring new places or diving into a great film—always curious, always learning.
Bio from: Data + AI Summit 2025
Filter by Event / Source
Talks & appearances
Showing 1 of 1 activities