ByeongGeun Shin
AI Engineer at 그룹바이
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolByeongGeun Shin is an AI engineer based in Seoul with eight years of hands-on experience building and operationalizing production ML systems across NLP, CV, and data analytics. He has led teams and startup projects, shipping solutions from prototype to production such as a KoBERT+CRF NER service, Jetson edge CV pipelines, and an LLM-powered ATS screening product with agentic workflows and robust evaluation loops. Comfortable with Python, PyTorch, TensorFlow/Keras, and distributed data infrastructure, he favors data-driven decisions and Agile/XP practices to keep delivery predictable and measurable. Notably, he designs rubric-based LLM evaluations and pragmatic fallback/observability strategies to improve reliability in real-world deployments. A practiced presenter and team leader, he balances technical depth with cross-functional communication and continuous learning.
8 years of coding experience
4 years of employment as a software developer
Bachelor's degree Computer Science and Engineering, Bachelor's degree Computer Science and Engineering at Pusan National University
Korean, English
Github Skills (4)
machine-learning2
python2
artificial-intelligence2
deep-learning2
Github contributions (5)
teto-ri/League-of-Legends-Match-Analysis-and-Predict
Apr 2020 - May 2020
Contributions:48 commits, 36 pushes in 22 days
teto-ri/teto-ri
Oct 2022 - Mar 2025
Contributions:28 pushes, 1 branch in 2 years 5 months
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