Category Archives: Projects

A deeplearning-showcase on the Cloud: results and findings

Introduction In the last few decades AI has undergone huge and rapid improvements, and one of its fastest growing fields is deep learning which falls under the machine learning category. In the same way, convolutional neural networks (CNNs) have improved dramatically over the past 10 years, going from few layers of depth to hundreds in…
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Configuring Paperspace ML-in-a-Box Machine to run a deeplearning-showcase

Introduction Paperspace is a cloud provider that specialises in GPU enabled machines. It has a set of publicly available images including the ML-in-a-Box machines. These machines can be provisioned on multiple types of hardware, for example P4000, P5000, and P6000 machines. The ML-in-a-Box image comes preconfigured with Keras, Tensorflow, Tensorboard, Cuda, and other standard machine…
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Article on microservices published in german magazine Java aktuell

Decomposition and Separation of Concerns are especially hot topics for software architecture and technical implementations. There is often the question: how do you begin with decomposition, and how do you apply it? Should there be a monolithic frontend which uses an API gateway to communicate with other microservices, or is the frontend itself also a composition?…
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Our first project in the medical sector: NEOdb

NEOonsite is a CE-IVD-compliant technology platform that allows the customer to perform all molecular diagnostic tests offered by NEO New Oncology. The NEOonsite platform is based on “hybrid capture-based next generation sequencing (NGS)” technology, which facilitates analysis of tumor and therapy-relevant genes in an efficient and time-saving procedure. The accurate and profound analysis of the…
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