Explore the intersection of data privacy, fairness, and machine learning in the context of online dating apps during this 30-minute Pint of Science talk. Delve into the evolving landscape of data privacy rights over the past five years, examining how social media giants have influenced our understanding of personal data usage. Investigate the unique challenges posed by dating apps, where the pursuit of love can potentially compromise user privacy. Learn about the importance of developing private, fair, and robust algorithms in the online dating world. Gain insights from researcher Aras Selvi of the Alan Turing Institute as they present their findings in an accessible format, designed for a general audience with no prior scientific knowledge required.