★★★★★

My experience in data analytics and product design has been transformative. I successfully led an AI-driven project for Shopee, enhancing their livestream campaigns. Collaborating with L’Oréal Taiwan allowed me to analyze customer data, revealing key marketing insights. Each project has deepened my understanding of user needs, blending data with empathy to create impactful solutions. This portfolio reflects my journey and commitment to human-centered design.