Research Studio

Data Science

Research Studio Data Science deals with data analyses,
machine learning and artificial intelligence.

Projects

Publikationen

Team

What are we working on and what can we offer?

What we are working on and what we can offer?

We accompany our customers and partners on their digital innovation journey and support them with our expertise. Together we create customized solutions for the growth of your digital business.

Acceleration of business processes

Use AI for process automation
Implement machine learning and NLP tools
Real-time visual inspection

Creation of digital business solutions

Advanced digital solutions for health, patent and business data
Derive benefits and deep insights from Big Data
Unleash the hidden power of (your) business data

Our offer…

Development of interoperability solutions from your company
Analyze and interpret data to improve the sustainability of your business

Public code repositories:

PrototAIp: a platform for rapid prototyping and experimentation in the fields of data science, artificial intelligence and machine learning. The platform offers a dynamic programming environment with Jupyter notebooks and has a large selection of state-of-the-art software libraries for data science pre-installed. The source code is available here:

Repository for platform setup: https://github.com/Researchstudio-DSc/prototAIp
Installable Notebook: https://github.com/Researchstudio-DSc/prototAIp-notebook
Dockerized, installable image on DockerHub: https://hub.docker.com/r/michaelbochrsa/prototaip-notebook

https://hub.docker.com/r/michaelbochrsa/prototaip-notebook
TRUSTS: This project aimed to develop a secure and trustworthy data market for the exchange and trading of data (https://www.trusts-data.eu/). We were responsible for interoperability and also developed a client to communicate with a blockchain component for smart contracts. The source code is available here:

Interoperability prototype: https://github.com/Trusts-eu/interoperability
Smart contract client: https://github.com/Trusts-eu/smart-contract-client

CURRENT PROJECTS

Patrick Junghuber2022-10-25T11:18:56+02:00

Trusts

Trusts, a European data market requires interaction between different interest groups and the integration of the interests of many parties.

Patrick Junghuber2021-08-25T10:59:18+02:00

Adaptive Learning

The aim of adaptive learning is to develop a functioning integrative overall solution that supports the use and communication of education.

Patrick Junghuber2020-08-20T13:13:40+02:00

WIPO NCL CAT II

WIPO NCL CAT IIinvestigates the use of the modern BERT model for the task of classifying Brand texts and the suggestion of related terms to a given input brand text.

NEWS FROM THE STUDIO

Dune, art and Scrum methods came together in the “Curatorial Companionship” project

Harmless misunderstandings at best, and sexist or racist stereotypes at worst, still come with the use of image-generating AI. A satisfactory result usually requires several "prompts", i.e. instructions. A project team from RSA FG Studio Data-Science, in close collaboration with the Mozarteum University Salzburg, has considered how this process can work more efficiently and sustainably. Their solution: "Curatorial Companionship".