6. University of Oulu
‒ ML and AI capabilities for
connected cars
‒ Supported by edge and cloud
computing paradigms
‒ Development pipelines for
MLops in automotive industry
‒ Open software solutions for
automotive AI and applications
6
Automotive
7. University of Oulu
‒ Novel digital healthcare
technologies
‒ Co-creation with patients and
healthcare professionals
‒ Development and validation of
mHealth applications with
real-world evidence and data
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Healthcare and mHealth
8. University of Oulu
‒ Existing businesses
transforming into software
businesses
‒ Role of AI in digital
transformation and industrial
operations
‒ Digital Twins for field services,
process diagnostics. and
training
8
Industry and software revolution
9. University of Oulu
‒ Automatic analysis of code,
logs, and semantics
‒ Software resilience and
stability testing
‒ Software behaviour analysis
and anomaly detection
‒ Understanding software
operations with deep learning
9
AI for software and software for AI
10. University of Oulu
We are happy to collaborate!
Find us in https://www.oulu.fi/m3s/
10
11. University of Oulu
M3S: AI in Software and
Vehicular Computing
Ella Peltonen
Assistant professor (tenure track)
ella.peltonen@oulu.fi