Developer, lecturer, and researcher based in Stavanger, Norway.
I build, teach, and research AI systems β across the full stack. I've shipped production software to 100K+ users, lectured on machine learning and secure AI at the university and graduate level, and pursued a PhD on privacy-preserving AI and federated learning.
These three roles overlap more than they sound: building keeps my research grounded, research sharpens what I teach, and teaching forces me to truly understand what I build.
π« jungwon.seo90@gmail.com Β· thejungwon.github.io Β· LinkedIn
- GC-Fed β Gradient-centralized federated learning with partial client participation. Information Fusion (IF 15.5), 2026.
- FedSEI β Federated Inference: Toward Privacy-Preserving Collaborative and Incentivized Model Serving
- GPTWell β Federated AI Assistant platform for integrating multiple independent AI Assistants
- FedRAG β Federated Retrieval Augmented Generation
- Custom Cognito React.js Cognito Auth Custom UI
- Speech Seperation β Minimum Word Error Rate Training for Speech Separation (Master's Thesis 2019)
- AI Application - Yonsei University Graduate School of Information 2022.
- RecSys β Movie Recommender System Demo, Boostcamp (as a mentor) 2022.
- PDF2Quiz β Automatic quiz generation system from pdf, Boostcamp (as a mentor) 2022.
- ElasticSearch β Search Engine Tutorial from TF-IDF to elasticsearch, Boostcamp (as a mentor) 2021.
- LatexOCR β Latex OCR model serving via Chrome Extension, Boostcamp (as a mentor) 2021.
- MaskDetector β Mask Detection Model Serving, Boostcamp (as a mentor) 2021.
- Machine Learning - Yonsei University Graduate School of Information 2021.
- Python Basic - Yonsei University Graduate School of Information 2021.
- Bigdata Analytics - Yonsei University Graduate School of Information 2020.
- MyChromeExtension - Chrome Extension Development Tutorial, Medium Post 2018.
- AWS - AWS Tutorial, UiS ISI Seminar 2018.
Developer Β· Lecturer Β· Researcher