Building intelligent systems at the intersection of machine learning and software engineering. Focused on scalable architectures, AI, and writing clean, maintainable code.
Selection of my personal projects, machine learning systems, applications, and technical explorations.
AI agent that answers questions over audio. Packed with emotion recognition for every part of audio.
Hybrid recommender combining collaborative filtering and content-based signals. Bachelor thesis project.
Skeleton-based fall detection research — LOSO cross-validation and cross-dataset evaluation. Sole-authored paper, accepted to SST 2026.
Data Science student at FERIT Osijek, focused on the intersection of AI and system design.
Graduated with highest distinction
Production ML work spanning speech, retrieval-augmented generation, multi-service real-time systems and evaluation pipelines.
Currently enrolled in graduate studies. Data Science branch.
Real-time fall detection from skeletal pose sequences using BiLSTM and Transformer-LSTM models, with LOSO and cross-dataset evaluation. Skeletal node geometry over raw RGB pixels — high accuracy, strict privacy. Sole-authored paper accepted to SST 2026.
EU · Reinforcement Learning Hackathon
Won the EU Reinforcement Farming hackathon - competitive PPO/SAC agents in a sheep-herding simulation, dog vs. wolf.
IEEEXtreme · National
National ranking in IEEE's 24-hour algorithmic competition. Engineered efficient data structures under tight time constraints.
Bachelor's · Highest Academic Excellence
A comprehensive index of tools, languages, and formalized knowledge shaping the architectural foundation of current projects.
Google Cloud
Google Cloud
Google Cloud
Harvard
Top 10% · Global
DeepLearning.AI
Open to collaboration, research, and engineering roles. The fastest way to reach me is email — or connect through the channels below.