I received my PhD (Doktor rer. nat.) in summer 2018. My main research focus is on creating tools that aim to help non-experts creating and understanding Machine Learning models.
My research interests include:
Artificial Emotional Intelligence; Social Signal Processing; Interactive Machine Learning; Explainable AI; Affective Computing; Human Computer Interaction,
With the tools developed at our lab we aim to help analysing affective and emotional reactions of people towards certain stimuli, e.g. advertisement videos, art installations, health-care applications, human-robot and human-agent interactions and similar areas.
The open-source tools that I’m actively developing at our lab on Github:
NOVA: eXplainable Cooperative Machine Learning, Data Annotation and Analysis
SSI: Real-time Social Signal Interpretation Framework
emoVoice: Build your own real-time emotional speech recogniser
My github profile:
In case you are interested in a cooperation with our lab (e.g. for grant proposals, industry cooperations etc) feel free to contact me at:
Or check out my University Website
Since 2020 I’m additionally registered as spare-time freelancer consultant.
In case you are interested in how your business may benefit from my years of experience with AI techniques and AI end-user tools, or if you are interested in a keynote or tutorial for your company or educational institution also feel free to contact me.