Creating the Perfect Match with eharmony's Machine Learning
eHarmony uses top technologies like machine learning to create matches and potential dates for users based on a compatibility questionnaire. Alyssa Julya Smith went to the company's headquarters in Los Angeles to chat with head of engineering Prateek Jain to find out how the company does it and what sets eHarmony apart from other dating sites.
Jain explains that eHarmony uses a three step process. The first process is the basics of what you want, the second is eHarmony's "secret sauce" which is compatibility matching, and the third is machine learning.
He explains that machine learning allows the site to understand a users likes and dislikes as you increasingly interact with the site and show your preferences based on your activity. He says it's not just about compatibility, but also what you like and prefer.
Finally, Jain talks about what eHarmony is doing to innovate the dating industry. He talks about tools that machine learning is revealing that will allow the site to help users put forward their best selves.
The former chief executive of Japanese beverage giant Suntory has acknowledged he was investigated on suspicion of possessing an illegal drug but has asserted his innocence despite resigning from his position.
Kellie Romack, Chief Digital Innovation Officer at ServiceNow, reveals the company’s latest announcement and how it’s shaping the future of work and tech.
Raina Moskowitz, CEO of The Knot Worldwide, unpacks the 2025 Global Wedding Report, from Gen Z trends to how Taylor Swift's wedding could reshape the industry.
Nestlé has dismissed its CEO Laurent Freixe after an investigation into an undisclosed relationship with a direct subordinate. The company announced on Monday that the dismissal was effective immediately. An investigation found that Freixe violated Nestlé’s code of conduct. He had been CEO for a year. Philipp Navratil, a longtime Nestlé executive, will replace him. Chairman Paul Bulcke stated that the decision was necessary to uphold the company’s values and governance. Navratil began his career with Nestlé in 2001 and has held various roles, including CEO of Nestlé's Nespresso division since 2024.