Yongjin Shin
Data Scientist
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolYongjin Shin is a data scientist with nine years of cross-industry experience applying machine learning to O2O, education, semiconductor, and agriculture domains, currently building vision and forecasting systems for smart farms at ioCrops in Seoul. He blends academic rigor from KAIST (Industrial Engineering, MS) with hands-on product work—developing crop detection algorithms, power-usage forecasts for greenhouses, and debugging production XGBoost models for fraud detection. Comfortable leading small teams and coordinating national-level collaborations, he helped his team reach the Autonomous Greenhouse Challenge finals. Beyond models, he brings strong communication and UX-informed research skills from prior roles in design and branding, and a practical mindset hinted at by his GitHub motto “Maximum Effort.”
9 years of coding experience
1 year of employment as a software developer
Bachelor of Engineering - BE, Industrial Engineering, Bachelor of Engineering - BE, Industrial Engineering at Pohang University of Science and TechnologyMaster's degree, Industrial Engineering, Master's degree, Industrial Engineering at Korea Advanced Institute of Science and Technology
Korean, English
Github Skills (54)
docker10
bash10
active10
cli-app10
php10
shell10
zsh10
active-learning10
cli10
oh-my-zsh9
python9
machine-learning9
rails9
homebrew9
spice9
Programming languages (6)
Github contributions (5)
yongjin-shin/awesome-active-learning
Mar 2020 - Apr 2021
Awesome Active Learning Paper List
Contributions:2 reviews, 24 commits, 10 PRs in 1 year
pytorchactive-learningdeep-learningactivelearningmachine-learning
yongjin-shin/rl_torch
Jan 2020 - Aug 2021
Repository for RL code practicing
Contributions:15 commits, 13 pushes, 1 branch in 1 year 6 months
pytorchddpgreinforcement-learningmachine-learningpracticing
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