I am Karen Timani, a passionate Machine Learning and Data Science student currently pursuing my Bachelor's degree at the Lebanese University. I have hands-on experience in creating interactive dashboards, developing custom impact scores for content performance, and collaborating with editorial teams to support data-driven decision making. I also have experience enhancing user experience through web development projects, including building booking forms and collaborating with stakeholders to meet organizational and user needs. My certifications include completing a specialized 20-week Artificial Intelligence program focusing on Machine Learning, Deep Learning, Computer Vision, and NLP. I have developed various projects such as a context-aware chatbot with voice support, a GAN-based audio noise removal system, an English-French machine translation model, and a face mask detection classifier using CNNs. Fluent in Arabic and English, I am eager to apply my skills in programming and machine learning to real-world challenges in the technology and data sectors.…I am Karen Timani, a passionate Machine Learning and Data Science student currently pursuing my Bachelor's degree at the Lebanese University. I have hands-on experience in creating interactive dashboards, developing custom impact scores for content performance, and collaborating with editorial teams to support data-driven decision making. I also have experience enhancing user experience through web development projects, including building booking forms and collaborating with stakeholders to meet organizational and user needs. My certifications include completing a specialized 20-week Artificial Intelligence program focusing on Machine Learning, Deep Learning, Computer Vision, and NLP. I have developed various projects such as a context-aware chatbot with voice support, a GAN-based audio noise removal system, an English-French machine translation model, and a face mask detection classifier using CNNs. Fluent in Arabic and English, I am eager to apply my skills in programming and machine learning to real-world challenges in the technology and data sectors.WWWW…