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seoul national university
Data Scientist
June 24, 2026 – Present
howtransfer
December 24, 2025 – December 24, 2025
Code for NeurIPS25 How Classifier Features Transfer to Downstream: An Asymptotic Analysis in a Two-Layer Model
View Projectperiun
December 24, 2025 – December 24, 2025
code of AAAI26, PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples
View Projectproxy-synthesis-confidence-control-new
January 17, 2022 – January 24, 2022
proxy-synthesis-confidence-control-new — GitHub repository
View Projectwatch-unseen-embedding-location-based-on-weight
January 11, 2022 – January 11, 2022
watch-unseen-embedding-location-based-on-weight — GitHub repository
View Projectwatch-embedding-and-weight-correlation
January 9, 2022 – January 11, 2022
마지막 레이어의 가중치 벡터와 임베딩된 훈련 데이터들의 연관성을 볼 수 있다.
View Projectdecision-boundary-visualizer
January 8, 2022 – January 11, 2022
see classification based metric-learning's embedding&input space's decision boundary
View ProjectCE-metric-learning-with-normal-dist-constraint
November 22, 2021 – December 2, 2021
CE-metric-learning-with-normal-dist-constraint — GitHub repository
View Projectfetch-freight100-controll-code-python3
August 23, 2021 – August 23, 2021
fetch-freight100-controll-code-python3 — GitHub repository
View Projectvariance-in-embedding-space
June 12, 2021 – July 26, 2021
variance-in-embedding-space — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are heavily research-oriented and academic, which aligns with a data scientist role focused on R&D. However, the lack of diverse project types (e.g., production systems, team projects) and limited experience outside of academic research might indicate a narrower scope of experience for broader cultural fit in a fast-paced industry setting. The single current role at a university further supports this academic focus.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed test.