At university, I participated in an industry-academia collaborative project and acquired analyzing real business data skills.After graduation, I worked for 10 years in the R&D department of a system integrator on a natural language processing team.I have conducted R&D in a wide range of areas such as information extraction using sentence structure analysis, machine translation, conference support systems using speech recognition, and implementation of credit decision systems, and have applied for many patents.In particular, I have a lot of experience in promoting PoC with customers using large-scale natural language models(such as BERT.) Currently, as an algorithm engineer for natural language processing, I am engaged in verification of technologies that combine conventional NLP and GPT models, etc., as well as solution embedding.