Researcher in Residence
HerizonSeptember 2025 – Present
Background
Background
What ties this together is learning. I set out to understand how it works, starting with people (teaching and strength coaching) and moving to machines (AI and ML). Below are my roles, degrees, publications, and courses.
Experience
PhD Student
University of JyväskyläSeptember 2024 – Present
Researching workplace learning and how companies and higher education can work better together. Topics include AI, learning analytics, and skill acquisition.
Project Researcher
University of JyväskyläSeptember 2023 – August 2024
Education
Master of Sport Sciences
Physical Education
University of JyväskyläAugust 2020 – June 2023
Master of Education (MEd)
Teacher Education
University of JyväskyläAugust 2011 – May 2018
Publications
Reframing talent scarcity: A Finnish Delphi-based study co-constructing expert-informed scenarios for HE–industry collaboration toward an AI-literate workforce Futures2026
You can take a break: The effect of a planned 2-week break on specific skill-training within 12-week periodized handstand skill training intervention Science of Gymnastics Journal2025
The six C's of successful higher education–industry collaboration in engineering education: a systematic literature review European Journal of Engineering Education2024
Certifications
Python for Data Science, AI & Development
IBM (via Coursera)25 h 0 minBasic
A Python programming course going from the basics to practical data work: data types, data structures, program logic, and file handling, then NumPy and Pandas, APIs, and web scraping. Five modules with hands-on labs.
Generative AI Mastermind
Outskill16 h 0 minBasic
A generative AI program covering practical use of modern AI tools: prompting, text and image generation, and building AI-powered workflows.
Tekoälytaidot (AI Skills)
Eduhouse11 h 7 minBasic
A foundational learning path on how AI works and its uses and risks at work: everyday use, spotting hallucinations and bias, ethics, data protection, security, and regulation including the EU AI Act. Bundles nine micro-courses.
Valmennusohjelma: Tekoälyn mestaruusluokka (Coaching Program: AI Masterclass)
Eduhouse12 h 34 minBasic
A coaching program covering AI fundamentals and practical applications, from everyday tools and creative writing to image generation with DALL-E and Midjourney, plus AI ethics. Bundles eighteen modules.
Tekoälyn käyttö – opintopolku (Using AI: Learning Path)
Eduhouse6 h 57 minBasic
A learning path on using AI to make everyday work more efficient, focused on ChatGPT. Bundles twelve micro-courses spanning ChatGPT and Microsoft Copilot.