氏名:開示前
(LinkedInからの転載)
I currently work at Softbank Corp. as a Data Scientist and Machine Learning Engineer, where I'm involved in both system development and data analysis projects. In those projects, I serve as a leader and advisor, guiding teams and helping to solve technically challenging problems.
Over the course of my 20+ year career, I have been involved in a diverse range of projects, with a strong emphasis on mathematics. I consider mathematics the foundation of my skill set.
I excel at simplifying intricate technical concepts and articulating them clearly and understandably. Proficient in conveying complex ideas in language easily understood by diverse audiences.
My expertise includes:
- software design
- algorithm design for geometric computation and data mining
- theory and application of machine learning
- communicating technology-related concepts with clarity and simplicity, making them accessible to individuals of all backgrounds
I possess comprehensive knowledge in:
- mathematics
- machine learning
- both practical and theoretical aspect of algorithms
My skill set includes:
- Computer languages: Computer languages: Python (expert level, with over 10 years of experience), JavaScript (intermediate level, capable of building simple web apps)
- Tools related machine learning and data analysis: Numpy, Scipy, Pandas, scikit-learn, PyTorch
- Tools related to data visualization: matplotlib, d3.js
- Cloud services: AWS, Azure, Google Cloud Platform
- Business level English, TOEIC: 930
I specialize in the following areas:
- algorithm design (especially for computational geometry and mathematical optimization)
- numerical computation
- mathematical modeling
- hardware conscious performance tuning
- technical leadership especially in research planning
- technical communication