Company Overview
Snapshot
Founded in January 2019 by Dean Pleban and Guy Smoilovsky, DAGsHub operates with 11–50 employees. The company has raised $3 million across three funding rounds from two investors.
Business overview
DAGsHub provides a web platform for data version control and collaboration, specifically designed for data scientists and machine learning engineers. The platform leverages DVC, an open-source version control system compatible with Git, to enable the reproduction of data pipeline experiments and parallel experimentation with hyperparameters. Serving the Enterprise & Professional Services and Software Development markets, DAGsHub aims to streamline machine learning workflows and foster collaboration by applying software engineering best practices to data science projects.
Strategic signal
In March 2022, an interview with DAGsHub's founders highlighted the company's mission to create a central hub for machine learning, akin to GitHub, by integrating best-of-breed tools for data, code, models, experiments, and pipelines. This indicates a strategic focus on becoming a foundational platform for ML collaboration, signaling strong growth potential and a clear vision for addressing critical needs in the data science community.
Log in to access full profile ›Company Intelligence Q&A
- When was DAGsHub founded and by whom?
- DAGsHub was founded in January 2019 by Dean Pleban and Guy Smoilovsky.
- What is DAGsHub's primary offering?
- DAGsHub offers a web platform for data version control and collaboration, specifically tailored for data scientists and machine learning engineers.
- How much capital has DAGsHub raised to date?
- DAGsHub has raised a total of $3 million across three funding rounds.
- What was the focus of the March 2022 interview with DAGsHub's founders?
- The March 2022 interview discussed DAGsHub's origin story and its mission to establish a central hub for machine learning collaboration, integrating tools for data, code, models, experiments, and pipelines.