About

Hello, I'm Masataka Kashiwagi , also known as asteriam.

• MLOps (machine learning system improvement and operations, and associated automation and planning)
• Design and implementation of machine learning systems and data pipelines (recommendation systems, search systems, content moderation systems, etc.)
  • Our strength is the ability to build systems that meet requirements and costs by utilizing public cloud (AWS, Google Cloud) managed services.

I am interested in the application machine learning in the physical world, with machine learning as a core product or service.

Work Experience

[Apr. 2023 - Present] Tech Lead Manager for ML/DS Team, Commune, Inc.

• As a Machine Learning Engineer (Technical Lead)
  • Develop Recommendation, Search, Generative AI system for community success platform.
  • Responsible the stable operation of the machine learning infrastructure.
  • Design and implement scalable machine learning platform.
• As a Manager
  • Responsible for managing OKRs and other goals, planning and interviewing for hiring, and developing and managing the performance of team members.
  • Accepting and Resolving Technical Debt.

[June. 2021 - Mar. 2023] Machine Learning Engineer, Connehito, Inc.

• Develop recommendation system, fraud detection system, search engine infrastructure and promote MLOps at a company that provides Questions & Answers service to mothers.

[Mar. 2018 - May. 2021] Data Scientist / Machine Learning Engineer, Brains Technology, Inc.

• Develop of our own products which provides anomaly detection solutions using Machine Learning for the manufacturing industry.

[Apr. 2016 - Feb. 2018] Solution Engineer, NTT Communications Corporation

• I was on loan to one of the subsidiary companies, NTTCom Online Marketing Solutions Corporation.
• Implement and design Marketing Automation tools and technical support for them.

Education

Master of Engineering

[Apr. 2014 - Mar. 2016] Department of Mathematical Sciences, Osaka Prefecture University

Bachelor of Science

[Apr. 2010 - Mar. 2014] Department of Physical Science, Osaka Prefecture University