Jongseob Jeon
Specialist Solutions Architect at Databricks
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolJongseob Jeon is a Specialist Solutions Architect based in Seoul with eight years of experience bringing AI/ML and GenAI models into production for enterprises and gaming clients. He has driven end-to-end MLOps and LLM/agent projects—from PoC to deployment—at Databricks and MakinaRocks, including a production character image generator and a diffusion model for tire pattern design. A practical technical lead, he blends hands-on model development, distributed training, and platform engineering (Kubeflow, MLflow, Seldon, Kubernetes) with client-facing enablement and strategic vendor evaluations. He has acted as the ML subject-matter expert for Korea, translating local needs to global engineering teams and delivering AI literacy training to accelerate adoption. Notably, his work spans both research (co-author on an ICLR paper) and productionized anti-cheat and manufacturing anomaly-detection systems, showing a rare ability to move research into operational services.
8 years of coding experience
7 years of employment as a software developer
Bachelor's Degree, Statistics, Bachelor's Degree, Statistics at Konkuk University
Github Skills (58)
kubernetes10
machine-learning-models10
kubeflow10
machine-learning10
tekton10
kedro10
gateway10
pipeline10
kubeflow-pipelines10
data-science9
lifecycle9
monitor9
artificial-intelligence9
lightning9
pytorch9
Programming languages (7)
Github contributions (5)
Aiden-Jeon/Algorithm
Feb 2018 - Nov 2021
Contributions:3 PRs, 59 pushes, 9 branches in 3 years 8 months
Aiden-Jeon/cs231n-2017
Jan 2019 - Mar 2021
cs231n Assignments
Contributions:2 PRs, 27 pushes, 2 branches in 2 years 2 months
cs231n
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