Jacob Hiroshi
As a Senior Data Scientist and AI Engineer with over 8 years of experience, I have built and scaled machine learning systems applicable to real-world production environments.
About
As a Senior Data Scientist and AI Engineer with over 8 years of experience, I have built and scaled machine learning systems applicable to real-world production environments. I enjoy working across the entire lifecycle, from data exploration and predictive model development to the deployment of stable and scalable services. I have gained experience in various fields, including demand forecasting, user behavior modeling, and experimentation, and I build accurate and meaningful models based on a statistical foundation.
Furthermore, I possess a solid engineering mindset honed through experience in backend development, data pipelines, and MLOps. I place great importance on making a positive impact on the real world through my models. I aspire to contribute in diverse areas, such as improving decision-making, optimizing systems, and accelerating team workflows using better data. I am passionate about transforming complex problems into practical solutions applicable to real-world production environments.
- 7 years' experience
- Joined April 2026
Skills· 23
Languages
- EnglishFluent
- JapaneseFluent
Industry experience
- Computers & Electronics
- Software & Internet
- Professional Services
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Work experience
Designed and implemented end-to-end machine learning systems, including model development, validation, and deployment pipelines.
Developed predictive models for forecasting and user behavior analysis; built feature engineering pipelines using Python and SQL to improve model accuracy and robustness.
Built predictive modeling solutions for structured and unstructured data; developed data pipelines and feature engineering processes for model training; TensorFlow, PyTorch, Scikit-learn, Prophet.
Education
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