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Learned how to convert R&D results into a working Prototype. The PhD program was supported by a U.K. SME Industrial Scholarship from Wolf Safety Lamp Co, Sheffield to develop a Portable High Speed Turbo Generator from 55 Watts to 250 Watts within the same packaging. Starting from magnetic materials of Alnico until Rare Earth Samarium Cobalt with different Rotor Design configurations at TRL3. This project was to develop a full scale TRL5 prototype suitable for the product development launch of the Turbolite Model. The design required the development of an Efficient Electric Power Generator Model, a 2 Dimensional Magnetic Field Finite Element Method (FEM) Model from Maxwell' s Equation with Numerical Methods using Fortran IV and Development of over speed protection electronic techniques. The project was successful launched into a full scale product model by the company. In their website, it is mentioned that that product help the company to grow into an international business.

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This project aims to predict whether a loan application will be approved or denied based on various factors such as applicant's income, credit score, loan amount, etc. Using a dataset containing historical loan application data, we employed machine learning algorithms to build a predictive model. The model was trained on features such as applicant's income, credit history, loan amount, loan term, and others. After training the model, we evaluated its performance using metrics like accuracy, precision, recall, and F1 score. The insights from this project can help financial institutions streamline their loan approval process and make informed decisions. Visit for more information: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

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Boston Institute of Analytics

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