Experience
Research Intern, Children's National Hospital
Aug 2021 - Present; Washington, DC
- Develop a deep learning algorithm for computer-aided parathyroid detection using both RGB/NIR images.
- Presentation at the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
- Oral Presentation at SPIE "Imaging, Therapeutics, and Advanced Technology in Head and Neck Surgery and Otolaryngology 2022" conference
Data Analyst, SOCAR
Jul 2019 - Aug 2019; Seoul,South Korea
- Data: Car reservation records
- Role: User reservation pattern mining(SQL,Python), Data visualization(Tableau), Communication
- Build insights by comparing reservation patterns by age and other features.
- Conduct Time series analysis on reservation patterns
Volunteer Experience
Co-Founder, Non-profit Education volunteer organization, Uptogeter
Jun 2014 - Present
- Establish and Run the organization with a mission to provide equal education opportunities for local students from low-income familes in South Korea
- Select and Match indivisual education provider to students
- Manage and lead meetings with sponsors, management team, and other volunteer organizations
Education
George Washington University -- Masters of Science, Data Science, 2020 - 2022
Coursework: NLP, Bayesian Computing, Machine Learning, Cloud Computing, Data Warehousing
Seoul National University -- Bachelor - 2014 - 2020
Major:Animal Science and Biotechnology
Coursework: Linear algebra, Statistics
Dean's List; Graduate with Distinction
Skills
Proficient:
- Python
- Tableau
- R/RStudio
- SQL
- html/css
- D3.js
- GitHub
- Microsoft Office(Excel,PowerPoint,etc)
Learning:
- NLP: Spacy, NLTK, Regular expression
- ML: Pytorch, Tensorflow
- JQuery.js
International Experience
2019 Washington,D.C.
SNU in Washington, D.C.
2019 Laos
SNU International Development Cooperation
Language
Proficient in English and Korean