As a passionate data scientist, I firmly believe in the power of data-driven solutions to transform businesses and solve complex problems. My approach emphasizes the critical importance of quality data, adhering to the principle of "garbage in, garbage out." For me, data is the most crucial component in building robust models and deriving meaningful insights.Beyond my technical expertise, I understand the value of domain knowledge in comprehending problem statements and business requirements. This understanding allows me to bridge the gap between data science and business needs, delivering solutions that are both technically sound and practically valuable.In addition to my personal development, I had the honor of serving as the first President of Saraca & Merenti hall at Nanyang Technological University in Singapore. In this role, I led an 18-member team, organizing events, providing welfare services, and coordinating inter-hall activities for over 800 residents. This experience honed my leadership and organizational skills, as well as my ability to work collaboratively in diverse environments.