Trideep Rath

Staff Machine Learning Engineer

Trideep Rath is a Staff Machine Learning Engineer at Tinder, specializing in Deep learning and Generative AI modeling. He works on AI-powered profile improvements and photo ranking systems that help create deeper, safer, and more authentic connections, with a focus on on-device intelligence, vision-language models, and scalable GenAI solutions.

Engineering

10 min

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How Tinder® Uses AI to Rank Profile Photos

An inside look at how Tinder’s VLM-based system reframes photo ranking through pairwise comparisons to improve matches, likes, and meaningful connections.