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Master Course Projects: •“BookBuddy system”: is a book recommendation system built using python jupyter notebook. It uses Flask API to connect to a Dialogflow chatbot interface, some testing on Pycharm. Book-RecommenderSystem-Chatbot |NLP • “Crown Starfish Detection system”: Detecting crown-of thorns starfish (COTS) underwater in real time using videos or images by building a YOLO v5 & flask & JS (ajax) for deployment to simple interactive web page. Crown-starfish-cv-detection-|CV • “The Impact of the Feature Selection methods for DDoS attacks detection”: select best features to detect DDoS attack (DNS) by catboost classifier & evaluate models on real-time streams from kafka server, deploy our model using Elasticsearch-Logstash then show analytics results using kibana. Impact-of-the-Feature-Selection-methods-forprediction-DDoS-attacks |AI for CS •Developed automation scripts using Python, ArcPro, and SQL databases to streamline operations for a leading telecommunications company