Outstanding Graduate Student Award Recipient

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Drexel University College of Computing & Informatics (CCI) (2021).

Description. John is a recipient of Drexel University 2021 College of Computing & Informatics (CCI) Outstanding Graduate Student Award. The CCI Awards are the most prestigious honor given within the College community recognizing excellence, achievement, leadership, and innovation. As part of the award, John has received prize payment and was recognized during CCI Honors event.

The certificate can be downloaded here.

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AWS Certified Machine Learning - Specialty

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Has successfully passed and earned the AWS Certified Machine Learning - Specialty certification from Amazon Web Services Training and Certification.

Multimodal Brain Tumor Segmentation using Convolutional Neural Network

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In this capstone project, we investigate Convolutional Neural Network (CNN)-based architectures such as U-Net and PSPNet in segmenting the brain tumors.

The Impact of driver distraction and secondary tasks with and without other co-occurring driving behaviors on the level of road traffic crashes

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Driving safety is typically affected by concurrent non-driving tasks that might negatively impact the trips’ outcome and cause near-crash or crash accidents.

Predicting Multiple Time Series with USA COVID-19 data using Machine Learning models

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As novel coronavirus COVID-19 cases surge across the US, improving methods for prediction of COVID-19 cases in this country is extremely important.

John Ray Martinez