Ariza Malik
Data Engineer at Canada Guaranty
Based in Toronto, Canada
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Seniority
Staff
Department
Information Technology
Location
Toronto
Industry
Insurance
Company size
183
Contact information
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a•••••••@canadaguaranty.ca
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Background
About Ariza Malik
I transform complex data challenges into scalable, cost-efficient solutions. With a track record of migrating 10+ TB of on-prem data to AWS/Azure/GCP, I’ve slashed infrastructure costs by 20% while empowering teams with cloud-native analytics. My work spans architecting high-performance pipelines (PySpark, Airflow), engineering real-time streaming systems (Databricks, Kafka), and optimizing Snowflake environments to accelerate queries by 90%. Passionate about bridging data and business impact, I’ve productionized ML models, enforced robust governance (Unity Catalog, RBAC), and automated validation frameworks to reduce data errors by 70%. Let’s connect if you’re scaling cloud infrastructure, building resilient data ecosystems, or driving AI/ML innovation! Core Tools: Databricks, Snowflake, PySpark, Airflow, Kafka, Great Expectations
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