Projects

Research project using Thermal Infrared and RGB cameras to track breathing patterns and identify potential opioid overdoses in public spaces.

NLP research on word embeddings with UMN Carlson School of Management professors, testing new measurements including mahalanobis cosine similarity for semantic relationships.

Task-oriented food recommendation chatbot helping users find meals based on preferences and dietary restrictions.

Movie identification system using TF-IDF and cosine similarity to search 45,000+ movies based on fragmented memories.

Implementation of Tic-Tac-Toe with various AI algorithms including Minimax for strategic decision-making.

Research analyzing the impact of COVID-19 lockdowns on air quality by studying NO2 levels in Cairo and Lisbon.

Data structures project implementing the classic Klondike Solitaire game with C++ and OOP principles.

Large Arabic language dataset exceeding 300GB for NLP research, collected and cleaned from diverse sources.