Wonyoung Seo
ML Engineer at Mediwhale
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolWonyoung Seo is an ML Engineer based in Seoul with eight years of experience turning unstructured data into production-ready models and data products across vision, audio, NLP and finance domains. Currently at Mediwhale she focuses on model management and medical vision product development, following recent roles building cloud PoCs for generative audio at Verses and leading MLOps and project teams for NLP-driven news analysis. Her background spans end-to-end data work—from scraping and structuring text to interactive visualization, statistical modeling and automating pipelines—grounded in a strong academic foundation in statistics and data science. She pairs hands-on engineering with product sensibility developed through cross-functional roles in startups and enterprise settings, and has taught/mentored as a class assistant and guest speaker. A former KATUSA sergeant, she brings discipline and cross-cultural collaboration to engineering teams. She also holds a Machine Learning DevOps Nanodegree from Udacity, reflecting a practical focus on deploying reliable ML systems.
8 years of coding experience
9 years of employment as a software developer
Bachelor of Science - BS, Statistics and Data Science, GPA 4.1 / 4.5, Bachelor of Science - BS, Statistics and Data Science, GPA 4.1 / 4.5 at 한국방송통신대학교Exchange Student, Economics and Business Administration, Exchange Student, Economics and Business Administration at Universitat Autònoma de BarcelonaMachine Learning DevOps Engineer Nanodegree, Machine Learning DevOps Engineer Nanodegree at UdacityBachelor of Business Administration - BBA, Business Management and Administration, GPA 3.95 / 4.5, Bachelor of Business Administration - BBA, Business Management and Administration, GPA 3.95 / 4.5 at Inha University
English, Korean, Spanish
Github Skills (61)
transformers10
pytorch10
python10
machine-learning-models10
machine-learning10
inference10
multimodal10
llm10
audio10
deep-learning10
natural-language-processing10
gemma10
transformer10
speech-recognition10
nlp10
Programming languages (5)
Github contributions (5)
wonyoungseo/wonyoungseo.github.io
Aug 2020 - Dec 2022
Contributions:104 commits, 1 PR, 309 pushes in 2 years 5 months
wonyoungseo/streamlit-examples
Mar 2020 - Aug 2021
Contributions:28 commits, 23 pushes, 1 branch in 1 year 5 months
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