What was the scope of their involvement?
Ermlab provided professional data services based on our own data and the data cloud.
They gave us test cases for the algorithms to be taught on and the necessary processes for the structured data as well. They also supplied prototypes, an environment that would allow us to perform tests, and a test subject. They worked with our team to complete the project.
During the process, there was a lot of machine learning and deep learning related work. They also did some consulting work for our architectural design.
We used Python and the infrastructure is built around microservices using a numerical library and RabbitMQ. For deep learning models, we used TensorFlow library and Keras library. We used a lot of data, machine learning, and data science toolsets like Jupyter Notebooks, Pandas, NumPy, and a couple of others.
What is the team composition?
There were about five people involved in this project.
How did you come to work with Ermlab?
We were given a grant from the National Center of Research & Development in Poland. We chose a company in accordance with the tender procedure that we were performing. It was in accordance with European Union laws, which are quite strict. Following that rubric, Ermlab had the best price and capabilities.
How much have you invested with them?
We’ve invested $250,000-$500,000.
What is the status of this engagement?
We started working together in September 2018 and complete the project in March 2019.