Jonathan Sabbagh
Senior Machine Learning Engineer at Shopify
Old Toronto, Ontario, Canada
Summary
🤩
Rockstar🎓
Top SchoolJonathan Sabbagh is a Senior Machine Learning Engineer based in Toronto with three years of hands-on experience building production ML and data platforms, currently focused on large-scale streaming inference and semantic search at Shopify. He has advanced expertise in GPU-accelerated Dataflow pipelines, collaborated with Google to diagnose critical issues, and drove a ~14% cost reduction through pipeline optimization. Jonathan’s background spans MLOps, automated retraining and inference orchestration, and designing data platforms and ETL patterns that dramatically cut CPU usage and runtime in prior roles. Comfortable bridging data engineering and ML, he’s delivered both platform-level best practices and consumer-facing features, and often surfaces non-obvious tradeoffs around local vs. remote inference for latency and cost.
3 years of coding experience
6 years of employment as a software developer
Bachelor of Commerce (B.Com.) Business Administration and Management General, Bachelor of Commerce (B.Com.) Business Administration and Management General at Concordia UniversityToronto Metropolitan University
English, French, Arabic
Github Skills (12)
golang10
big-data10
batch10
sql10
python10
java10
streaming-data10
streaming10
beam10
apache9
data-processing9
apache-beam9
Programming languages (1)
Github contributions (3)
jbsabbagh/map-reduce
Feb 2024 - Feb 2024
Contributions:1 push, 1 branch in 1 day
apache/beam
Apr 2024 - Aug 2024
Apache Beam is a unified programming model for Batch and Streaming data processing.
Contributions:7 reviews, 5 comments in 4 months
golangpythonstreaming-databeambatch
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