Deployment

Applications in the production system

Neural networks, data analysis, and visualizations must be designed and implemented. But then they must be stored in a way that complies with data protection regulations and is easily accessible. There are basically two concepts for this:

  • locally on your own servers (compliant with data protection regulations, short latency, but not scalable and may be difficult to access “from outside”)
  • in the cloud (short latency times with worldwide access, managed services such as AWS or Azure are available, easily scalable)
Deployment von AI / ML Pipelines lokal oder in der Cloud
Deployment locally or in the cloud

Depending on the application, we will create a suitable concept for your solution. I will implement all necessary components and provide you with practical documentation. Upon request, we will go through all analyses and visualizations together, and I will train your IT team in how to use them.

Challenge me with your application!