RESEARCHER PROFILE

Roman Adriashkin

Independent Researcher-Engineer
Founder and Project Lead, CogniPrint Research Initiative

Multi-agent provenancePrivacy-preserving verificationFailure tracingReproducible AI evaluation

Research focus

Roman leads research design, evidence architecture, benchmark specification, reproducibility work, and open-source development for CogniPrint. Current interests include multi-agent provenance, privacy-preserving verification, failure tracing, statistical text measurement, and conservative inference under uncertainty.

Scientific boundary

CogniPrint's current public scientific status remains descriptive-only. The project does not present text-profile similarity as proof of authorship, exact model identity, legal responsibility, forensic identity, or universal AI origin.

Identity & public research

ORCID: 0009-0009-6337-1806

GitHub: TakoVHS · CogniPrint-open

Project: cogniprint.org

Affiliation note: Independent researcher. Third-party model providers are technical integrations only and do not imply employment, sponsorship, partnership, or organizational affiliation.