🎓 3rd-year Software Engineering student at Faculty of Technical Sciences, Novi Sad, Serbia
🏆 1st place at Garaža Frontier Hackathon 2025 · 1st place at National Olympiad in Informatics 2022
🌊 Attended Mediterranean ML Summer School (M2L) 2025
📐 word2vec
CBOW & Skip-Gram with Negative Sampling from scratch in pure NumPy
Tech: Python, NumPy
Results: 44.2% Google analogy accuracy (CBOW), WordSim-353 ρ = 0.731 (SGNS) on text8. Includes interactive REPL, W&B sweeps, pretrained embeddings, and pytest suite.
1st place, Garaža Frontier Hackathon — transform room videos into 3D scenes and swap furniture with AI
Tech: React, FastAPI, Three.js, Depth Anything V3, YOLOv8, Google Gemini
Highlights: Video-to-3D point cloud reconstruction, AI furniture detection with semantic product search, photorealistic replacement generation.
🔍 CodeRAG
Agentic RAG pipeline for codebase Q&A
Tech: Python, LangChain, OpenAI, Hugging Face
Highlights: Improved Recall@10 from 63.7% → 88.8%. Full generation graph with retrieval grading, query rewriting, hallucination detection, and out-of-scope handling.
Full-stack Uber-like application with real-time tracking
Tech: Java, Spring Boot, Angular, PostgreSQL, WebSocket, Leaflet, JWT
Highlights: Live map tracking, WebSocket chat, JWT auth with role-based access, Android companion app, E2E tests with Selenium.
Interactive web app for graph visualization and manipulation
Tech: Python, Django, D3.js, JavaScript
Highlights: Plugin architecture for data sources (JSON, XML) and visualizer backends. Multiple views (Main, Tree, Bird/minimap), CLI terminal for graph CRUD.
