Aquarium Learning
Aquarium Learning, formerly known as Aquarium, is a B2B company based in San Francisco, offering a platform for machine learning (ML) data curation to enhance model performance by improving dataset quality and diversity.
Company Overview
Aquarium Learning, formerly known simply as Aquarium, is a B2B company based in San Francisco, CA with a fully remote team of 12 members. The company is a part of the Y Combinator S20 batch and specializes in providing infrastructure for machine learning data curation. Their platform aims to improve the performance of ML models by addressing dataset quality and diversity. Aquarium Learning supports various data types, including Classification, 2D and 3D Object Detection, and Segmentation.
Services
Aquarium Learning offers a comprehensive platform for ML data curation. Their services include tools to identify anomalies and failure patterns in datasets, enabling ML teams to edit and add the necessary data to improve dataset quality. With features like embedding infrastructure, automatic issue detection, and streamlined data collection, Aquarium Learning aims to serve a wide array of industries. The platform supports enterprise-grade authentication schemes and offers 'Anonymous Mode' for users to upload metadata without exposing raw data.
Products
Aquarium Learning has introduced a new product called Tidepool. The platform offers a public demo for potential users to experience its features. Products are focused on enhancing dataset performance with tools tailored for Classification, 2D and 3D Object Detection, and Segmentation. Additionally, the company has built solutions for embedding infrastructure and automatic identification of dataset issues.
Team and Culture
Founded during the pandemic, Aquarium Learning has embraced a remote work culture, with team members located across the United States, including San Francisco. The company values in-person connection through quarterly week-long team offsites. Benefits for employees include competitive salaries and equity, untracked PTO, full remote work support, medical, dental, and vision insurance, retirement plans (401k), and an Employee Assistance Program (EAP). The team communicates through a shared Slack community, fostering a collaborative and inclusive environment.
Security and Compliance
Aquarium Learning is SOC2 Type 2 certified, ensuring the highest standards of data security. The platform supports Single Sign-On (SSO) and other enterprise-grade authentication methods, providing robust security for its users. Additionally, the 'Anonymous Mode' feature allows organizations to use the platform without exposing sensitive data, offering an extra layer of privacy and security.
