Research
A first-author paper at ICT Innovations 2026
Three structurally different models fused by one confidence-weighted rule, with a natural-language rationale attached to every decision.
66.5%Stage-2 direction accuracy
Open to graduate roles and research collaboration
Petar Canoski
Software Engineer · Skopje, Macedonia
Software engineering student and laboratory teaching assistant at FCSE in Skopje, Software Engineer at Sorsix. I work where machine learning meets systems that have to be inspected rather than trusted: multi-agent architectures, clinical data standards, and the full stack underneath them.
-
Research
1st
First and corresponding author
ICT Innovations 2026, Struga
-
Grade
9.27/ 10
Grade average
BSc Software Engineering, FCSE
-
Teaching
OOP · Web
Laboratory Teaching Assistant
Object-Oriented Programming and Web Design
-
Industry
Sorsix
Software Engineer
Since September 2026 · intern from June
Explore
Research, work and background
Work
Seven projects, Ontora first
Ontora, my Sorsix capstone, maps local lab codes to LOINC with a confidence score measured against hidden ground truth. Then RecipeKG, federated learning, RAG and more.
250automated tests in Ontora
Experience
Sorsix, FCSE and CASSINI
Software Engineer at Sorsix since September 2026 (intern from June), and Laboratory Teaching Assistant for Object-Oriented Programming and Web Design since March 2026.
2roles held alongside the degree
About
Education and tools
BSc in Software Engineering and Information Technologies at FCSE, 2023–2027, and the languages, frameworks and infrastructure I work with.
9.27grade average