Quantum Computing with Machine Learning

R&D support for the coming era of quantum computing

• Improving the organization's knowledge level through technical catch-up
• Implementing a method for solving company-specific problems with quantum computing

Survey and implementation of state-of-the-art papers in the area of machine learning/artificial intelligence

Research and implementation of technology trends in areas aimed at solving company-specific issues

• Investigation and implementation of solving partial differential equations using machine learning
• Investigation of symbolic regression techniques for the discovery of governing dynamics inherent in data
• Investigation of techniques to obtain effective learning results from small amounts of data
• Investigation and implementation of automatic feature extraction techniques for machine learning and lower error bounds for machine learning

Advertising industry

Measurement of advertising effectiveness and formulation of optimal cost allocation strategies using big data and machine learning related to TV commercials

• Advertising effectiveness analysis of TV commercials for major consumer goods manufacturers, financial institutions, etc.
• Develop commercial strategies aimed at minimizing annual advertising budgets and maximizing advertising effectiveness by region, time of day, broadcast station, advertising agency, budget, and competitive landscape

EC Industry

Automation of legality judgment work related to product descriptions for customers on e-commerce sites using AI

• Identification of AI operating requirements in light of business requirements for legality determination work
• Selection of candidate AI/machine learning methods and performance evaluation methods
• Implement and execute tests and identify promising implementation approaches

Assistance in setting up a data analysis team

Support for setting up a specialized group to solve internal issues using machine learning, etc.

• Knowledge transfer on statistical machine learning to those with programming experience
• Lecture on typical analytical workflow and analytical support

Support for building a system for evaluating the competence of internal data scientists

Developed an in-house testing tool to identify highly competent personnel, identify areas of strength and weakness, and visualize improvement measures.

• A comprehensive definition of the competency requirements required within the company, from beginner level to ace level
• Creation and evaluation of test questions based on competency requirements

Engine development and operation of EC sites

• Development and operation of sales sites for technical blogs, e-books, etc.
• Total development and operation from front-end to back-end