Taking the pain out of Data Science
Business
Did you know that Data Scientists spend only 20 % of their time doing data science?
Most of their time is spent struggling with computers, hardware and software, waiting for deployment issues to be fixed, dealing with complex IT processes, talking to support, dealing with complex configuration parameters, etc.
Did you know that Biomedical Data Science results CANNOT easily be reproduced?
It might seem strange as it’s all about mathematics, but it is a well documented fact. It’s a key part of the current more general reproducibility crisis in Science.
The smallest change in a single step can have a huge impact making a result not reproducible.
Nature, October 2020: ”… this makes it practically impossible for any other researchers to confirm or extend this work.”
Nature, October 2020: ”… this makes it practically impossible for any other researchers to confirm or extend this work.”
“Replication does not start where discovery ends but must be intertwined with it – when results are published it is too late”
Is there a solution?
YES: Palaamon
Frictionless Deployment: Zero deployment effort, zero instantiation effort. Once loaded in Palaamon, any complex data analysis module can be used in Research or in Development in compliance with all health regulations. Palaamon enables focusing on Data Science without compromising anything.
Cloud-Native: Palaamon is built using last generation of cloud-native software architecture. It ensures jobs distribution with the highest performance for the lowest cost and power consumption. It scales up horizontally as well as vertically on demand. Yet, it also ensures IPR of data as well as of calculation modules.
AI Based: LLAAMA has developed AI modules to optimize cloud resources usage for big data processing modules using historical data. We also combine advanced probability methods and signature calculations to produce similarity likelihood scores between results.
Transparent, Traceable, Replicable and Reproducible (T2R2) by design :Palaamon takes transparency to its deepest ground. Everything is tracked and nothing can be tampered. The code execution becomes its own mathematical proof. Palaamon supports quality standards like GxP, 21 CFR Part 11 and ISO/IEEE 11073.
Marketplace: Palaamon provide a software market to enable anybody to deploy or use complex data analysis modules. It will become a hub to share analysis modules and to interact with their authors. It will enable a new dimension of data analysis, giving anybody access to the best scientific methods.
THANK YOU VERY MUCH,
NOW IT’S TIME TO SCHEDULE A DEMO: