Accelerating ML Workflows using ClickHouse

Wasim Ismail, Sr. Data Engineer &

Jawad Ateeq, Machine Learning Engineering Lead at Borealis AI In this Toronto Meetup, Jawad from Borealis AI explains how they leveraged ClickHouse to transform their data infrastructure. Borealis AI, part of RBC, faced challenges handling massive, diverse data sets across different business domains. Traditional OLTP systems weren’t optimized for the large-scale OLAP operations needed for machine learning, especially during data exploration and feature engineering. By integrating ClickHouse, Borealis AI centralized data sources, reduced processing times from hours to minutes, and streamlined their workflows, enabling faster, more efficient machine learning research and data exploration. Watch now to learn how ClickHouse can revolutionize your data workflows and drastically improve performance in your own projects! https://www.meetup.com/clickhouse-toronto-user-group/events/301490855/