G2

Claudia L. P.

Data Scientist

Enterprise (> 1000 emp.)

11/27/2023

"Indispensable tool for collaboration on ML projects"

5/5

What do you like best about Valohai?

The Valohai platform truely enables collaboration by ensuring transparency and traceablilty of data and models and by being fully integrated into version control.

- The whole team can access and inspect experiments.

- Changes can be easily implemented and tested.

- Individual executions are highly customizable, allowing efficient and ECONOMICAL resource use.

- Ability to reuse "good" or unchanged steps in a pipeline; saves time!

- Comprehensive documentation making it very easy to get your first implementation up and running.

- Incredible flexibility and outstanding customer support... if I ever had trouble getting something to run, the solution was only a quick chat, personalized video, or one-on-one debug session away.

Valohai is now my daily go-to platform for ML projects. Review collected by and hosted on G2.com.

What do you dislike about Valohai?

Sometimes debugging a Valohai-specific feature can inflate your git commit history... when hunting down the ever-elusive one character bug. But thanks to that I learned about git squash! So really no problem in the end :D Review collected by and hosted on G2.com.

What problems is Valohai solving and how is that benefiting you?

Being able to collaborate transparently on an ML project with a team of Data Scientists. Several people have the knowledge to modify and contribute to the "nuts and bolts" of the project and Valohai enables us to trace and carefully inspect how and which changes affect the model outcome. It is a GREAT tool for collaboration! Review collected by and hosted on G2.com.