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beth-roy's Projects

demo icon demo

A demo repository for My JSON Server (Alpha)

fakenews-detection icon fakenews-detection

A Study on Fake News Detection Using Naïve Bayes, SVM, Neural Networks and LSTM Used NLP and Machine Learning algorithms to identify fake news accurately using Python. The first step was to web scrape and acquire the data set of 35000 tuples relevant to the 2016 US elections. Followed by Pre-processing the data and Feature Extraction. Finally, the classifier was trained using the algorithms and the results yielded an accuracy of over 90% in the model using Long Short-term Memory Neural Network.

find-missing-kids icon find-missing-kids

An application made using Python, AWS & Flask to help find missing kids/person. The UI consists of 2 sides. First, the parent side where they report a missing person. Second, the reporter side where a user can report suspicious missing person. When a match above 70% occurs, the user is redirected to a third page with both the matching photos and the parent is sent a real-time SMS with map link..

orphanage-management-system icon orphanage-management-system

Used SQL, JAVA, PHP, HTML, & CSS to create a management system for prospective adopters to interact with the orphanage as well as allow employees to maintain all records.

passport-uicshib icon passport-uicshib

Passport authentication strategy for University of Illinois Chicago’s Shibboleth service

supervision-system icon supervision-system

Student supervision system using PHP, SQL, CSS. It is a software used by supervisors in order to monitor and reviews students, performance throughout a term and generate reports. This system is helpful for the academicians as well as school administration to reduce the paper work which most of schools are familiar with.

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