Faculty of Technical Sciences – Bachelor with Honours
Electrical and Computer Engineering
- GPA: 9.94 / 10.0
- Ranked top 5% of the class
Education
Petnica Science Center – Participant
Computer Science Seminar
- Published 2 research papers in Generative AI, NLP and Machine Learning
- Presented work at conferences and poster sessions
Experience
Junior Teaching Assistant – Petnica Science Center
- Held 10 in-depth lectures & workshops (AI, LLMs, CS topics)
- Mentored participants from proposal to poster
- Co-organized seminars (activity planning & logistics)
Publications
Generating structures in the video game “Minecraft” using the Shap-E model
XXII “Step Into Science” Conference (Petnica Science Center); IEEESTEC – 16th International Students Projects Conference (Faculty of Electronic Engineering, Niš). ISBN 978-86-6125-273-0 (PDF)
- Awarded 2nd place Audience Award
Accuracy comparison of random forest and hybrid neural network models for classification of text into Keirsey personality types
XXI “Step Into Science” Conference (Petnica Science Center); IEEESTEC – 15th International Students Projects Conference (Faculty of Electronic Engineering, Niš). ISBN 978-86-6125-257-0 (PDF)
Highlighted Projects
ML From Scratch
Series of projects where ML models are derived on paper and implemented using only NumPy.
- Implemented classic multi-layer perceptron (SGD trained)
- Used in hands-on workshops to deepen algorithmic intuition
Banke-RS — Banking-market analytics tool
A tool for analyzing the Serbian banking market and performance of individual banks.
- Aggregated NBS data across 19 banks; clustering pipeline (silhouette = 5 clusters)
- Interactive graphical user interface for exploratory analysis
Skills & Interests
Programming
Python (PyTorch, TensorFlow, NumPy, pandas, scikit-learn), Linux, Git, C, C++, i386 & Z80 Assembly, VHDL, Julia, OpenGL, JavaScript
Areas of Interest
Generative AI, Machine Learning, NLP
Languages
English (C2), Slovenian (B2), Serbian (Native)
Extracurricular Activities
Achievements
- EESTech Challenge Final 2025 – 4th
- ESA European Rover Challenge 2025 (Remote) – 7th
Volunteering
- EEML Summer School – Novi Sad (2024)
- ETH Belgrade (2025)