Marvic A. Soliman has over 14 years of professional experience in software development, specializing in web technologies, system design, and application deployment. He has worked on diverse projects that integrate emerging technologies with practical business and healthcare solutions. Alongside his industry career, he serves as a professor in Information Technology, where he mentors students in programming, database management, and software engineering. Currently, he is completing his Master of Science in Information Technology, with research focused on artificial intelligence, recommender systems, and health informatics. His capstone project involves developing a Cardiovascular Patient’s Nutrition Assessment Web Application with a Hybrid Recommender System for Malabon Hospital and Medical Clinic, reflecting his commitment to applying technology to improve healthcare outcomes.