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株式会社Quanmatic / Data Scientist
Data Scientist with seven years of experience in data analytics, advanced data modeling, and operational efficiency across finance and digital platforms. Proven expertise in designing and executing AI-driven optimization and recommendation systems that meet finance-grade security, explainability, and governance requirements.
My ambition is to become a project manager in the future, overseeing every aspect of a project from start to finish. Following that, I aim to transition into a product engineer role, designing products from the ideation stage all the way through to market entry.
- Designed and implemented a finance-grade Proof of Concept (PoC) to optimize in-app advertising using a hybrid quantum-inspired and classical AI architecture, operating under strict banking security requirements.
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Demand Forecasting : Engineered geospatial retail models for sales prediction, incorporating GIS data to inform strategic store placements and manage competitor influence, contributing to actionable business insights.
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ML and DL Innovations : Leveraged machine learning and deep learning methods, including boosting, Artificial Neural Networks (ANN), and Long Short-Term Memory (LSTM) networks, to refine activity recognition with 95% accuracy.
株式会社Quanmatic / Data Scientist
- Designed and implemented a finance-grade Proof of Concept (PoC) to optimize in-app advertising using a hybrid quantum-inspired and classical AI architecture, operating under strict banking security requirements.
