Manfred Lee
Staff Data Engineer
Greater Vancouver Metropolitan Area Canada
Summary
👤
Senior🎓
Top SchoolManfred Lee is a Staff Data Engineer based in the Greater Vancouver area with 8 years of experience designing and operating large-scale ETL/ELT and ML systems across AWS and Kubernetes. He has led teams and programs—overseeing data platforms, streaming pipelines (Kafka, Spark, Flink), and Trino-based ELT—delivering real-time IoT and mobile event processing at million-records-per-day scale. Comfortable across the full stack, he builds production ML services, RESTful APIs, and data warehouses using tools like dbt, Flyway, Redshift/Aurora, and Airflow. His background in economics and actuarial science informs a metrics-driven approach to data quality and product-facing analytics. Notably, he has practical experience turning computer vision and NLP models into low-latency services for high-volume e-commerce and device-telemetry use cases.
8 years of coding experience
8 years of employment as a software developer
The University of Hong Kong (HKU)
Github Skills (8)
rust3
programming-language3
postgresql3
cropper1
swift1
crop-image1
image1
cropperjs1
Programming languages (2)
Github contributions (5)
degit-io/degit-riptide
Jan 2022 - Mar 2022
Contributions:40 commits, 1 branch in 1 month
manfredcml/ml4p
Jul 2018 - Aug 2018
Production-ready machine learning pipelines for structured data modelling
Contributions:2 PRs, 26 pushes, 3 branches in 1 month
pythonstructureddata-scienceproduction-readymachine-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.