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Master of Science - MS (• Predictive Maintenance Model: Machine learning model that predicts maintenance sights for PALTEL network based on network elements historical data using Random Forest Classifier. Achieved 65% accuracy. • K-means Clustering on Facebook Page-Page Data: Data mining model that clusters FB pages based on their links and features. • Textual Emotion Recognition using ML and fuzzy logic: An AI agent that uses 4 ML classifiers and fuzzy logic to predict emotions in text. Achieved 68% accuracy.)
2019-2022Bachelor's degree (• Graduation Project: Investigation of Li-Fi Technology • Vice Chairman of IEEE Najah Student Branch 2012-2013. • IEEE branch representative in MESBC in Lebanon 2013 • Participated in LUSU overseas program 2013 in Lancaster University, UK.)
2010-2015Find contact details for 700 million professionals.