Biometric data is collected through various technologies and methods. These include fingerprint scanners, facial recognition software, and DNA sequencing. The collection process often involves specialized equipment and software designed to capture and analyze these unique biological markers. Ethical considerations and data privacy are paramount when collecting and storing this information.