Kohei Uehara
Naha, Japan
Summary
👤
Senior🎓
Top SchoolKohei Uehara is a Machine Learning Developer Intern and Computer Science student who builds production-ready ML systems end-to-end, from data validation and experiment tracking to API deployment and MLOps pipelines. In a recent intensive internship at Prime One Global he improved a model’s ROC-AUC from 0.799 to 0.993, deployed an XGBoost-backed FastAPI service to Google Cloud Run, and implemented CI/CD, monitoring, and reproducible experiments with MLflow, Pandera, DVC, and GitHub Actions. Comfortable containerizing and orchestrating services with Docker and Docker Compose, he focuses on turning analysis notebooks into reliable, observable services. Bilingual in Japanese and English and based in Naha, Japan, Kohei pairs practical customer-facing experience from hospitality and tutoring with a disciplined engineering approach. He is continuously learning real-world system maintenance and MLOps best practices while pursuing his degree at University of the People.
9 years of coding experience
Computer Science, Computer Science at University of the PeopleCascadia College
Github Skills (32)
dialog10
multimodal9
robot8
facebook8
pytorch8
modular8
robot-programming7
deep-learning7
scene7
computer-vision7
nlp6
scale6
robotframework6
transformers6
robotics6
Programming languages (3)
Github contributions (5)
uehara-mech/fives_score
Jun 2018 - Jun 2018
Contributions:4 commits in 1 day
uehara-mech/vis_lang_survey
Jan 2019 - Feb 2019
Contributions:4 commits, 3 pushes, 1 branch in 1 month
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