氏名:開示前
(LinkedInからの転載)
Now I work as a data scientist in Softbank Corp. as a specialist in machine learning, My current job is advisory and management. Belonging to several projects, I always try to understand deeply the system I am working with.
I have been engaged in many kinds of projects in 10+ years of my career, but most of them are, to some extent, related to mathematics. I regard mathematics is the core of my skill.
Experience in
- software design
- algorithm design for geometric computation and data mining
- technology consulting
Knowledge:
- mathematics
- machine learning
- both practical and theoretical aspect of algorithms
Skills:
- Computer languages: Python, C, C++, Java, Clojure
- Tools related machine learning and data analysis: Numpy, Scipy, pandas, scikit-learn, TensorFlow
- Tools related to data visualization: matplotlib, d3.js
- Business level English, TOEIC: 930
Specialties:
- algorithm design (especially for computational geometry and mathematical optimization)
- numerical computation
- mathematical modeling
- hardware conscious performance tuning
- GPGPU (General Purpose computing on GPU)
- technical leadership especially about research planning
- technical communication