Things we've built, from hackathon to production.

AI & ML

Wildfire detection service

1st place, AI Collective Hack for Humanity: Skopje (2026)

Finds smoke and flame in camera and satellite frames, scores how fast a fire could spread in each sector and alerts responders.

AI & ML · Infrastructure · Research

LabelyAI

70% less manual labeling

A multi-domain image annotation platform. You describe what to label in a prompt, SAM3 segments it, and a person reviews the result.

Infrastructure

Code Runner

Sandboxed execution, deployed with GitOps

A distributed code execution system. Every submission runs in its own sandboxed Docker container, queued through RabbitMQ.

Platforms & web · Research

Modern reimplementation of iKnow

Published as a paper at CIIT 2026

iKnow is the student information system Macedonian faculties use every day. We rebuilt it from scratch on a modern stack.

AI & ML · Platforms & web

Ajde

Student ride sharing between Macedonian cities. Paste a Viber-style message or a screenshot of a Facebook post and AI turns it into a ride listing.

AI & ML

SocRAG

A study assistant that knows the curriculum and answers from the course material.

Infrastructure

Hotel bookings

Microservices built with domain-driven design and sagas, plus an MCP server so AI clients can use it.

Platforms & web · Research

CleanCode

A problem-solving platform for computer science students, with code judged by Judge0.

AI & ML

Macedonian Sign Language recognizer

Recognizes signs after learning from a single video per sign.

AI & ML · Platforms & web

IzberiIzboren

Recommends elective courses to FINKI students.

AI & ML · Research

Skope

A phone app that recognizes Skopje monuments in real time through the camera. The few-shot model behind it reaches about 75% accuracy from roughly 30 images per landmark.

AI & ML

ProofLayer

Media provenance recorded on Solana, with an AI check for deepfakes.

Platforms & web

KonKat

A social platform for developers.