Jinhwan Choi
Principal Solutions Architect at SK AX USA, Inc.
Duluth, Georgia, United States
Summary
👤
Senior🎓
Top SchoolJinhwan Choi is a Principal Solutions Architect with over a decade of experience designing cloud-native AI and big data platforms for healthcare, manufacturing, and enterprise clients. He has led ML/DL platform development and production AI systems—ranging from digital pathology and cancer imaging at Mayo Clinic to manufacturing QMS/EMS/FDC systems for EV battery production at SK C&C USA. His background blends hands-on software and embedded engineering from Samsung SDS with research-grade machine learning and MLOps work, including building AI services on GCP and an AccuInsight+ deep learning modeler for major banks. Jinhwan is comfortable bridging research and product delivery, having moved models from WSI and multimodal clinical data into operational pipelines. He also has a history of pragmatic freelance systems work (parking and elevator solutions) and an ICIM principal researcher role, underscoring a pattern of applying advanced math and engineering to real-world problems. Based in Duluth, Georgia, he holds an MS in Computer Science and brings a unique mix of industrial platform leadership and clinical AI research experience.
10 years of coding experience
15 years of employment as a software developer
Bachelor of Engineering - BE Computer Engineering, Bachelor of Engineering - BE Computer Engineering at Sejong UniversityMaster of Science - MS Computer Science, Master of Science - MS Computer Science at East Texas A&M University
Github Skills (60)
python10
data-science10
linux-mint10
scikit10
statistics10
cvxpy10
machine-learning10
convex-optimization10
mathematical-optimization10
deep-learning10
tensorflow10
convex10
scikit-learn10
neural-network10
numerical-optimization10
Programming languages (5)
Github contributions (5)
chofchof/chofchof.github.io
Aug 2018 - Oct 2018
Contributions:166 commits, 135 pushes in 1 month
chofchof/probml
Jun 2022 - Sep 2022
Contributions:125 commits, 112 pushes, 1 branch in 2 months
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