Toshiya Imoto
Senior Researcher at Japan Digital Design, Inc
Based in Tokyo, Japan
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Seniority
Staff
Department
Research & Development
Location
Tokyo
Industry
Financial Services
Company size
79
Contact information
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t•••••••@japan-d2.com
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Background
About Toshiya Imoto
Seven years of experience as a data scientist in financial industry- Statistical analysis on financial market - NLP for financial news text data - Apply Closed LLM to business in finance. Promoting, RAG, tools etc- Pretrain/Fine-tune Open source LLM - Awarded in Deep Learning Basic Program 2019 hosted by Matsuo Lab in Univ. of Tokyo (lower half face image generation conditioned on the input upper half using gan architecture based on pix2pix.)- 7th place in Fincausal2020 shared task, task 2: causal detection from financial text. The system paper has been published in COLING2020 (see Featured below)- papers published in NLP2024 and JSAI2024. Seven years of experience as a quantitative analyst specialised in - Equity: market and the exotic pricing modelling - Credit market and the exotic pricing modelling - Math: SDE, stochastic analysis - Numerical method: PDE, MC and QMC.
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