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Work Experience

Software Engineer at KURA Care Inc. (Mar. 2021 - present)

• Enhance performance of ML models and deployed as packages.
• Develop API backend system of ECG (Electrocardiography) analytic platform.

Machine Learning R&D Intern at KURA Care Inc. (May. 2019 - Aug. 2020)

• Research on medical image classification algorithms and analysis.

Machine Learning R&D Intern at DeepForce Inc. (Feb. 2018 - Apr. 2019)

• Developed face image crawler on videos for training face recognition models.
• Developed medical text mining system to help doctors diagnose patients.
  • Models for tagging Human Phenotype Ontology from user-input text.

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Side Projects

Machine Learning & Deep Learning

• Ultrasound nerve image segmentation: [repo]
• Investigating the role of super-enhancer RNAs underlying embryonic stem cell differentiation: [repo] [paper]

Software

• Web application for food recommendation: [repo] [site]
• Django-based website for serving auto-detection results of diabetic retinopathy: [repo]
• Command-line-based Mahjong Game: [repo]

Others

• Introduction to Python & Bioinformatics: [repo] [video]

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Programming Tools

• Python:
  • Basic data structure in python3
  • Pandas and Matplotlib
• Linux Bash:
  • Some Basics
• Docker:
  • Some Basics
  • My docker hub list
• Git:
  • scikit-learn contributor

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