The Data Science process without domain knowledge
The Secure multipersona ML Collaboration Platform for Regulated Industries
MLReef is a Machine Learning development platform
that solves the Data Science Bottleneck & Domain Knowledge Gap
What are multipersona ML use cases?
Identify signs of diabetic retinopathy in eye images
Multipersona Machine Learning use cases work best if Data Science is combined with Domain Knowledge
To combine both, two things are needed:
Operationalize
ML development
What problems does it solve?
Efficiency,
Reproducibility &
Governance
Increase
accessibility to ML
What problems does it solve?
Data Science Bottleneck
&
Domain Knowledge Gap
What is the Data Science Bottleneck?
MLReef solves the Data Science Bottleneck & Domain Knowledge Gap
MLReef is the first true multipersona Machine Learning platform.
It introduces distributed development, a method based on best practices from Software Engineering made available to Machine Learning.
Built on a single platform, it gives Data Scientists versatility they need, and Domain Experts the option to directly participate in the Machine Learning development process.
Leverage the work of data scientists towards non-techniciansvia a hybrid of pro-code & no-code development approach
Get best time-to-value with ready to use
& open-source content
Medical Datasets
Leverage yourData Sciencecapacity by giving anyone easy access to hundreds of GB of medical datasets.
Data Operations
Allow anyone to participate in data cleaning, data preprocessing and visualizing data.
Machine Learning Models
Get the first results quickly and access state-of-the-art models on one platform.
Built for success
European Space Agency
SAAB AG
Schwabe, Ley & Greiner (SLG)