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Professional Experience |
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AI & Cognitive: Information extraction from data in a flexible and adaptive way, leveraging AI capabilities.
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Advanced Analytics: Paradigm switch from historical analysis to predictive and prescriptive analysis to leverage available information and to improve market shares and revenues or to reduce costs.
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Data Visualization: View information in a clear, intuitive, and user-friendly way and production of profile-driven dashboards and KPI's.
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Big Data: Real-time and batch analysis of high-dimensional, structured, and unstructured databases to generate data-driven insights.
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Data & Product Information Management: Manage data with an enterprise-wide view and several information sources, operating under centralized or decentralized governance and standardization systems.
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Insight-Driven Organization: Extract business guidelines and data-driven insights from complex and integrated systems.
- Define requirements, design, implement, test, and deliver scientific computing, data science, statistics, and simulation software;
- Assist in the definition of research plans and grant/fund application;
- Prescribe implementation strategies and guidelines;
- Evaluate, clean, organize and manage the contribution of key developers;
Teacher and laboratory instructor at undergraduate- and graduate-level courses in
- Numerical Analysis;
- Numerical Mathematics;
- Analytical and Numerical Methods in Engineering;
- Development of simulation tools and data analytics in data assimilation, machine learning, High-Performance Computing and image processing of 3D/4D MRI scans for risk assessment in biomedical applications;
- Work was done in collaboration with the St. Luke's International Hospital/JST CREST and the Tohoku University;
- Development of innovative data assimilation, risk assessment and high performance computing techniques in biomedical applications, such as aortic dissection, coronary artery disease and other cardiovascular diseases;
- Work was done in collaboration with the St. Luke's International Hospital/JST CREST and the Tohoku University;
- Development of predictive and data assimilation methods to analyze the correlation between fluid flow simulation, risk parameters and Coronary Artery Disease;
- Work was done in collaboration with the Department of Mathematics and Computer Science and the School of Medicine;
- Open-innovation on products and services for new mobility models (autonomous, shared, electric, connected);
- Was a key player in combining mobile development, software development and hardware implementation for WeShare (mobility project in the context of car-sharing and smart cities industry);
- Open-innovation on products and services for new mobility models (autonomous, shared, electric, connected);
- Was a key player in combining mobile development, software development and hardware implementation for WeShare (mobility project in the context of car-sharing and smart cities industry);