needs code that will identify dementia as present, very mild, mild, moderate from MRI images data.

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Dear Client, I am writing to present my proposal for the project that aims to identify the level of dementia from magnetic resonance imaging (MRI) images. I am a Ph.D. student in Mathematical and Applied Statistics, with a Master's degree in Applied Statistics from the University of Granada, and also hold Master's degrees in Software Development, Sustainable Growth and Development, Marketing, Finance, and Sociology. I have 5 years of experience in Data Science, Data Analysis, Econometrics, and Big Data. My proposal is to develop a project using a PyTorch framework and a Generative Adversarial Network (GAN) to build the machine learning model. I have experience in configuring and training GANs with MRI image data, and I am capable of successfully evaluating the performance and accuracy of the model. I am also an experienced programmer who can optimize the model's hyperparameters to achieve maximum accuracy and efficiency. I have a proven track record and knowledge in developing models with PyTorch and GANs. If you believe I can meet your requirements, please do not hesitate to contact me. I look forward to hearing from you soon. Sincerely, Your Name Ricardo Alonzo Fernandez Salguero

I did many projects in Deep learning field like neural style transfer , face detection Models .I am passionate about building scalable Deep Learning models which led me to pursue specialisation in AI/ML.I feel the role's responsibilities and qualifications are exactly what I have been looking .I have experience working with both PyTorch and TensorFlow in developing deep learning models.