Work

BOSA

A typed, content-driven portfolio built with Next.js, MDX, and a progressively enhanced WebGPU visual layer (Three.js + TSL).

Role

Designer and Developer

Stack

Next.js / React / TypeScript / MDX / Three.js / WebGPU / TSL / CSS Modules

• Uses typed metadata, optional MDX bodies, static detail routes, and repository-backed content APIs.
• Keeps the portfolio server-rendered while isolating motion and browser-dependent behavior in narrow client boundaries.
• Renders the backdrop on Three.js's WebGPU path with TSL node materials, falling back to a generated WebGL2 backend where WebGPU is unavailable, plus reduced-motion support and adaptive quality tiers.

Detecting AI-Generated Code

Comparing three method families ranging from traditional classifiers, to graph-based methods, to deep learning embedding-based classification.

Role

Research and Development Lead

Stack

Python / PyTorch / PyTorch-Geometric / Tree-Sitter / TensorBoard

• Traditional machine learning classifiers
• Syntax tree and graph-based representations
• Deep learning embedding-based classification

Universal Launcher

A Windows desktop launcher that centralizes applications, project folders, shortcuts, notes, reminders, and frequently used tools.

Role

Team Lead/Lead Dev

Stack

C# / .NET Framework 4.8 / Windows Forms

• Launches executables, shortcuts, internet shortcuts, folders, and nested applications from one library.
• Opens development projects through their parent IDE and supports organizing entries with favorites, categories, search, and recently used items.
• Includes notes, reminders, light and dark modes, and per-user serialized application data.

Glamour Studio

2D Autonomous Driving

Online Library

An ASP.NET Core library system for managing books, authors, categories, borrowing carts, borrowing histories, and member notifications.

Role

Co-Developer

Stack

C# / ASP.NET Core / Razor / Azure

• Organizes the application into domain, repository, service, and web layers.
• Supports catalog management, borrowing carts, borrowing and return histories, and notifications.
• Includes a separate administration application for members and borrowing records.

Country Collaboration Prediction

Historic and Cultural Locations in Macedonia

A map-based web application for discovering historic and cultural locations in Macedonia, with category filtering, search, and directions.

Role

Lead Developer and Lead Designer

Stack

React / Java / Spring Boot / Leaflet / Docker / Azure

• Displays historic and cultural locations through an interactive Leaflet map.
• Supports category filtering, search queries, and routing from the user's location to a selected destination.
• Separates the React client, Spring Boot REST API, and proxy into containerized services.

From Syntax Trees to Embeddings: A Comparative Study of AI-Generated Code Detection

A comparative study of AI-generated code detection using engineered syntax-tree features, CodeBERT embeddings, and graph-based syntax representations.