Aquarium Learning

Aquarium Learning, previously known simply as Aquarium, operates from San Francisco, CA, with a fully remote option, reflecting its foundation during the pandemic when remote work became integral to its culture. The company, part of the Y-Combinator S20 batch, employs a team of 12 and focuses on the B2B infrastructure sector. Aquarium Learning provides a platform specifically designed for ML teams, facilitating the identification of anomalies and failure patterns in datasets, which enables dataset enhancement by editing and adding pertinent data. The platform supports various data types including Classification, 2D and 3D Object Detection, and Segmentation, and offers features like embedding infrastructure, automatic issue surfacing, and streamlined data collection. Aquarium Learning serves a broad range of industries such as agriculture, robotics, social media, insurance, and recycling, catering to professionals from PhDs in computer vision to operations team members. The company is SOC2 Type 2 certified, ensuring high standards of data security, and supports enterprise-grade authentication schemes like SSO. It also offers an ‘Anonymous Mode’ for sensitive data handling, a public demo of its platform, and maintains a community on Slack for user engagement. Additionally, Aquarium Learning values its employees, offering competitive salaries, equity, untracked PTO, and comprehensive benefits including medical, dental, vision insurance, 401k plans, and an Employee Assistance Program (EAP). The company is supported by notable investors such as Sequoia and Y Combinator.