Yuma Takeda Email & Phone Number

I am a graduate student at the University of Tokyo. I have already had my bachelor's degree in arts and sciences conferred. I major in informatics, machine learning and statistics.Research- Interest: interpretable/explainable machine learning / theory of deep learning- Current research topic: Fast implementation of training with a generalized additive model (a highly interpretable and well performing model)- Previous research topics: A classification method with a generalized additive model / Learning theory of a certain type of deep neural network (experimental part).Work experience- PriceHubble Japan - Data collection and analysis - Team implementation of data generation and ETL system - Constructing a machine learning model for real estate rent data with LightGBM- Tec seminar - Teaching elementary- high school students - Class scheduling - Consultations with students and parents - Mentoring new teachersSkills- Academic: General knowledge of machine learning / Statistics / Linear Algebra / Optimization theory- Programming language: Python / C++ / bash- Python libraries: NumPy / Pandas / scikit-learn / PyTorch / Matplotlib / LightGBM / XGBoost- C++ libraries: OpenMP- Misc: Git / GitHub / Word / Excel / PowerPoint / LaTeX