Keisuke Onoue

Data Scientist Internship

Scrumsign, Inc•  September 2022 - Present•  Kobe, Japan

- Preprocessed blood test data (standardizing inconsistent data types, removing outliers, labeling, etc.). - Optimized thresholds for each test item to automate blood test analysis (Black-box optimization). - Visualized experimental results for client reporting and created reports. - Organized and led online study groups for mathematics (differential manifolds).

Research Assistant

Kyoto University•  October 2023 - Present•  Kyoto, Japan

Development of a framework for automatic incorporation of logical constraints into predictive models for tabular data Keywords: Explainability, Interpretability, Fuzzy Logic, Machine Learning, Quadratic Programming https://github.com/k-onoue/lukasiewicz_2

Nara Institute of Science and Technology

Information Technology, MS•  April 2024 - Present

Bayesian Optimization, Pre-training, Meta-learning, Transfer learning, Gaussian Process