SEE BEYOND AND THINK BIG
INVENT AND IMPROVE
We are a dynamic, multinational team of intelligent people who love to learn from and with each other. Everyone on the team is willing to share their skills and knowledge, ranging from deep technology experience in deep learning, machine learning, natural language processing, mathematics and software development to business expertise in change management, business development and digitization. We like to think and build solutions to the most challenging problems. At the same time, we have lots of fun (and chocolate!) in the office and we are happy to have our monthly team event together.
SEE BEYOND AND THINK BIG
INVENT AND IMPROVE
BUILD WORKING SOLUTIONS
DELIVER RESULTS IN TIME & BUDGET
SOLVE CLIENTS CHALLENGES
IMPROVE OUR WORLD THROUGH AI
PUSH TECHNOLOGY FORWARD
MOTIVATE AND HAVE FUN
STRIVE FOR EXCELLENCE
BE OPEN, HONEST & RESPECTFUL
HIRE AND DEVELOP THE BEST
Expert in Artificial Intelligence Visionary, coach and problem solver
Senior Project Manager at Digital McKinsey (5,5y.)
Senior Software Developer and Researcher in
Artificial Intelligence at Know-Center GmbH (4y.)
Doctorate in Computer Science (Artificial Intelligence)
Diploma in Technical Mathematics (Algorithm Design and Semantic Web)
Diploma Software Development and Economics (Software Engineering)
All degrees from Graz University of Technology, Austria
"Nutella runs through my veins!"
Expert in Business Processes, Strategies & Statistics Strategist, digitalist & futurist
Project Manager at Digital McKinsey (8y.)
Lecturer Digital Transformations at University of Göttingen (7y.)
Doctorate in Business Administration
Diploma in Industrial Engineering at University of Göttingen and Karlsruhe Institute of Technology
Not without NDF: numbers, data and facts!
Expert in data analysis
Design and evaluation of experiments in quantum optics (6y.)
Data Scientist esp. numerical simulations and statistical analysis
User intent detection (UID) expert with machine learning, deep learning and NLP
Python software development (4y.)
Doctorate in Physics
MSt in Philosophy of Physics at University of Oxford (UK)
Fulbright scholar at University of California (USA)
Diploma in Physics at University of Regensburg und Erlangen-Nuremberg (DE)
"Jazz, Jazz, Jazz"
Multilingual programming & chatbot development
Software Developer for Web Platforms and Mobile Apps (4y.)
Data Scientist (insb. Hadoop) (2y.)
Named Entity Recognition (NER) expert with machine learning and rule-based systems
Diploma in Technical Physics (Vienna University of Technology)
"Coding Yogi: strength is serenity"
Fluent in ‘Algorithmics’
Model Evaluations and Efficient Algorithms
Tensorflow, Python (scikit-learn, NumPy, Pandas, Keras),
IBM Watson, Google Dialogflow, Weka, etc.
Enrolled in MSc. Logic and Computation at
Vienna University of Technology
Bachelor's degree in Information Systems and Operations
Research at Vienna University of Economics and Business
"(coffee)^n+laptop = code"
Software Development and Architecture (15y.)
Large system design, orchestration and automation
"Mei vi is net deppat"
Electrical engineer, esp. system validation at Siemens (7y.)
Software Engineer (3y.)
Chatbot developer at Swell & The Ventury
"In order to understand recursion, one must first understand recursion"
Researcher & Developer in speech processing (3y)
Machine learning of all kind
Master's degree in Computer Science at
Brno University of Technology
"Punk's not dead! - S. Dalí"
NLP Research and Development (1y)
Master's degree in Intelligent Systems
Bachelor's degree in Informatics Engineering
"Breaking the cycle: Try, Fail, Repeat"
Profit, Planet & People
Logistics operations (2y.)
Corporate recruiting and head hunting (1y.)
Multiple finance internships
Master’s Degree in International Management (Entrepreneurship)
Bachelor’s Degree in Business Economics (Risk Management & Accounting)
"Het leven in Wenen is mooi!"
Brand Marketing & Corporate Design at ORF (14y.)
Graphic design, brand marketing &
building a corporate identity
Creative Solutions (18y.)
"Life is a canvas, so paint something beautiful!"
Server and Cable genius
Electrical- and Technical School Vienna
"Luna, Watch me fly!"
Exploiting the user interaction context for automatic task detection (2012)
Authors: Didier Devaurs, Andreas S. Rath and Stefanie N. LindstaedtJournal: Applied Artificial Intelligence,Publisher: Österreichische Studiengesellschaft für Kybernetik, Taylor & Francis
Context-Aware Recommendation for Work-Integrated Learning (2011)
Authors: Stefanie Lindstaedt, Barbara Kump and Andreas S. RathSpringer, Berlin, Heidelberg
Automatic detection of accommodation steps as
an indicator of knowledge maturing (2011)
Authors: Johannes Moskaliuk, Andreas S. Rath and Didier DevaursPublished in: Interacting with Computers (Volume 23, Issue 3, May 2011), Page(s): 247-255
An ontology-based approach for detecting knowledge intensive tasks (2011)
Authors: Didier Devaurs, Andreas R. Rath and Stefanie LindstaedtJournal of Digital Information Management
Studying the Factors Influencing Automatic User Task
Detection on the Computer Desktop (2010)
Authors: Didier Devaurs, Andreas S. Rath and Stefanie LindstaedtFrom book Sustaining TEL: From Innovation to Learning and Practice; 5th European
Contextualized knowledge services for personalized learner support (2009)
Authors: Didier Devaurs, Andreas S. Rath and Stefanie LindstaedtConference Paper (PDF) Full-text Available from Didier Devaurs
Detecting Real User Tasks by Training on
Laboratory Contextual Attention Metadata (2009)
Authors: Andreas S. Rath, Didier Devaurs and Stefanie LindstaedtConference Paper, Informatik 2009: Im Focus das Leben, Beiträge der 39,
KnowSe: Fostering user interaction context awareness (2009)
Authors: Didier Devaurs, Andreas S. Rath and Stefanie LindstaedtConference Paper, Conference: ECSCW '09, Know-Center GmbH and Knowledge
UICO: An ontology-based user interaction context model for automatic task
detection on the computer desktop (2009)
Authors: Andreas S. Rath, Didier Devaurs and Stefanie LindstaedtConference Paper, Conference: ESWC '09, To be published in Context, Information
Machine Learning based Work Task Classification (2009)
Authors: Michael Granitzer, Andreas S. Rath, Mark Kröll, Christin Seifert,
Doris Ipsmiller, Didier Devaurs, Nicolas Weber and Stefanie Lindstaedt
Analysis of machine learning techniques for context extraction (2008)
Authors: Michael Granitzer, Mark Kröll, Christin Seifert, Andreas S. Rath,
Stefanie Lindstaedt, Olivia Dietzel and Nicolas Weber
Automating Knowledge Transfer and Creation in
Knowledge Intensive Business Processes (2008)
Authors: Michael Granitzer, Gisela Granitzer, Klaus Tochtermann,
Stefanie Lindstaedt, Andreas Rath and Wolfgang Groiß
A low-level based task and process support approach for knowledge-intensive business environments - Discovering and supporting knowledge -intensive task and process executions based on user interaction observations, system events and application usage data (2007).
Low-level event relationship discovery for knowledge work support (2007)
Authors: Andreas S. Rath, Mark Kröll, Stefanie N. Lindstaedt, Michael GranitzerKnow-Center Graz, Inffeldgasse 21a/II, 8010 Graz, Austria
Task Instance Classification via Graph Kernels (2007)
Authors: Mark Kröll, Andreas S. Rath, Nicolas Weber,
Lindstaedt and Michael Granitzer
Synergizing Standard and Ad-Hoc Processes (2006)
Authors: Andreas S. Rath, MarkKr¨oll, Keith Andrews, Stefanie Lindstaedt,
Michael Granitzer and Klaus Tochtermann
Contextual Retrieval in Knowledge Intensive Business Environments (2006)
Authors: Mark Kroll, Andreas S. Rath, Michael Granitzer,
Stefanie Lindstaedt and Klaus Tochtermann
Enhancing Wrapper Usability through Ontology Sharing and
Large Scale Cooperation (2002)
Authors: Christian Schindler, Pranjal Arya, Andreas Rath and Wolfgang SlanyInstitute of Software Technology, Graz University of Technology
Context-aware knowledge services
Authors: Andreas S. Rath, Nicolas Weber, Mark Kröll,
Michael Granitzer, Olivia Dietzel, Stefanie N. Lindstaedt
Keeping Their Cards Close to Their Chests:
How Non‐Delegating CEOs Avoid Forced Career Ends
Authors: Jana Oehmichen, Alexander Schult, Michael WolffHuman Resource Management, 2015.
Former Executives Serving as Non-Executive Directors:
Resource Channels or Ineffective Monitors (2014)
Strategic Alignment of IT and Functional Responsibilities in
Top Management Teams: An Empirical Performance Study (2012)
Authors: Alexander Schult, Michael WolffResearch Paper. Thirty Third International Conference on Information Systems,
Optimal Gaussian Entanglement Swapping (2011)
Authors: Hoelscher-Obermaier, Jason, and Peter van Loock.Physical Review A83 (1): 012319
Tensile-Strained InxGa1−xP Membranes for Cavity Optomechanics (2014)
Authors: Cole, Garrett D., Pen-Li Yu, Claus Gärtner, Karoline Siquans,
Ramon Moghadas Nia, Jonas Schmöle, Jason Hoelscher-Obermaier
Optimal state estimation for cavity optomechanical systems (2015)
Authors: Wieczorek, W., Hofer, S. G., Hoelscher-Obermaier, J., Riedinger,
R., Hammerer, K., & Aspelmeyer, M.
Measurement of irreversible entropy production in
mesoscopic quantum systems out of equilibrium (2016).
Authors: M. Brunelli, L. Fusco, R. Landig, W. Wieczorek, J. Hoelscher-Obermaier et al.