Babylist

Babylist is a company that builds products and services for families, serving millions of users. Originally known for its registry, the company expands into the financial aspects of raising children, maternal health, parent education, and community building.

To support these offerings, Babylist utilizes machine learning and artificial intelligence across its platform. The company applies machine learning to personalization features, including homepage feeds, product recommendations, and search functionality. Engineering teams build custom embeddings from raw data, manage production models, and deploy AI systems that integrate across multiple user surfaces.