Applied AI
From knowledge retrieval to intelligent workflows.
- RAG & GraphRAG
- LLM guardrails
- Workflow engineering
- Computer vision
Research software engineering · Applied AI
Research
to reality
I’m Ilya. I build intelligent systems at the intersection of applied AI, software engineering, and digital trust.
Research Associate at FHNWAarau, Switzerland
Applied AISoftware engineeringDigital trustResearch & teaching
[01] A little about me
Ilya MisyuraResearch Associate · FHNWApplied mathematics, PhD
A researcher’s mind.
An engineer’s
approach.
I like working where a research question becomes a system people can use.
At FHNW, I develop AI pipelines and full-stack applications, with a focus on cybersecurity, data protection, and digital trust. My work connects engineering with product ownership, teaching, and thesis supervision.
My foundation is in applied mathematics. Years of music also trained my attention and creative judgment. I bring that mindset into everyday life, research, and engineering.
More about my backgroundCURRENTLYResearch AssociateCenter for Digital Trust FHNWJuly 2022 – present
Software & systems
Connecting interfaces, services, data, and deployment.
- Python & TypeScript
- Full-stack applications
- DevOps
Digital trust
Making concepts of digital trust practical.
- Cybersecurity
- AI Security & Trustworthy AI
- Data governance
[02] Selected work
Selected
projects.
Applied research becomes tangible through working software. A selection of my contributions at the Center for Digital Trust FHNW.
[03] Research & exchange
Knowledge grows
when it’s shared.
Through publications, university teaching, thesis supervision, and the Research Software Engineering community.
Selected publications
2023 — 20252025E-learning for micro-enterprises: New Swiss Federal Act on Data Protection
Misyura, I., Schneider, B. and Bühlmann, M.
IADIS Information Systems 2025 and E-Society 2025, pp. 190–198 · IADIS Press
Read publication2025The Digital Trust Radar – A structured collection and analysis of global AI guidelines
2023Persona-oriented Data Protection Impact Assessment for Small Businesses
Schneider, B., Asprion, P.M., Misyura, I., Jonkers, N. and Zaugg, E.
EPiC Series in Computing, 93, pp. 152–163
Read publication2023Potentials of decentralized autonomous organizations: A conceptual model to address agency conflicts in traditional corporations
Lehner, R., Misyura, I., Schneider, B. and Asprion, P.M.
CEUR Workshop Proceedings, 3645
Read publication2023A case study on teaching decentralized autonomous organizations in a business school
Schneider, B., Moriggl, P., Misyura, I. and Rafiee, A.
CEUR Workshop Proceedings, 3645
Read publicationTheory, hands-on labs, and supervision across Bachelor’s and Master’s programmes.
- AI SecurityMSc Business Information Systems
- CryptographyBSc Business Information Technology
- CybersecurityMSc Medical Informatics
- Thesis supervisionBachelor’s and Master’s programmes
Active member of the Swiss RSE Community, RSE Ambassador, EnhanceR Symposium speaker.