Bingwei Liu
Principal Engineer, Cloud Solutions And Architect For Data And ML Platforms
Greater Hartford United States
Summary
👤
Senior🎓
Top SchoolBingwei Liu is a Principal Engineer and cloud architect with 11 years of experience building enterprise-grade data and ML platforms, currently leading Cloud Solutions and Architecture for data and ML at Aetna/CVS Health. He has designed a GCP multi-tenancy framework serving 100+ teams, deployed GPU infrastructure and scalable LLMs, and championed DevSecOps practices that cut approval times and improved operational efficiency. As a hands-on team builder and mentor, he has maintained internal tools used by thousands, run help desks and Q&A sessions, and driven MLOps evaluations to move models reliably into production. His background spans deep technical work—Hadoop tuning, cluster migrations, and analytics platform assembly—to strategic governance and compliance across multi-cloud environments. Holding a PhD in Electrical Engineering, he pairs rigorous research training with practical systems delivery, often translating proof-of-concept cloud experiments into enterprise-scale services. An uncommon strength is his track record of turning academic cloud performance modeling into production-ready automation and resource provisioning frameworks.
11 years of coding experience
9 years of employment as a software developer
Master of Science (M.S.) Computer Science, Master of Science (M.S.) Computer Science at Beijing Normal UniversityDoctor of Philosophy (Ph.D.) Electrical Engineering, Doctor of Philosophy (Ph.D.) Electrical Engineering at Binghamton University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (9)
dplyr6
machine-learning4
spark4
ide4
apache-spark4
r4
apache2
sparklyr1
livy1
Programming languages (1)
Github contributions (5)
bingweiliu/Naive-Bayes-Classifier-Hadoop
Dec 2014 - Oct 2021
Contributions:5 commits, 5 pushes, 1 comment in 6 years 11 months
bingweiliu/stego
Jan 2015 - May 2015
Contributions:4 pushes, 1 branch in 4 months
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