Ayush Thummar

Data Analyst @Geotab

Oakville, ON, CA

Working on the Embedded Big Data team to design and productionize large-scale Airflow and BigQuery data pipelines powering Geotab’s fleet telematics platform.• Build and maintain ETL frameworks ensuring data freshness, completeness, and reliability across embedded systems.• Developed the Data Quality Guard framework for timeliness, completeness, and lineage monitoring, helping detect silent failures and ensure consistent data quality.• Collaborate with cross-functional teams in engineering, product, and analytics to evolve data models, dashboards, and operational metrics for decision-making.• Leveraged Python, SQL, Databricks, and Superset to automate checks, visualize KPIs, and improve data observability across global regions.

McMaster University

Master of Engineering, Machine learning & AI

Atmiya Institute of Technology & Science

Bachelor of Technology - BTech, Computer Engineering