All Projects & Research
Comprehensive portfolio of AI research, development, and publications
Optimas: Optimizing Compound AI Systems
Research collaboration at Stanford University on optimizing compound AI systems with globally aligned local rewards. Published at ICLR 2026.
Zopyros Solutions
Led a team of four delivering applied AI/ML systems for large multinational clients. Designed LLM-based product catalogue translation and developed inventory management and entity matching systems for cross-retailer price comparison.
ASEF Junior Fellow
Selected as Junior Fellow at the American Slovenian Education Foundation. Fellowship program supporting academic excellence and fostering collaboration between Slovenian and American academic communities.
Big Bang AI Product Transformation
Completed project helping Big Bang leverage the power of AI with their product catalog. Implemented AI-driven solutions to transform their product management and customer experience.
Dormeo AI Solutions
Completed AI implementation projects for Dormeo helping them in their fast growth. Delivered custom AI solutions to enhance their customer experience through advanced technology integration.
Wolfram Summer School
Mentored by Stephen Wolfram. Developed multi-agent simulations with Large Language Models and composed a Computational Essay published on Wolfram Community.
Carnegie Mellon IHHN Healthcare AI
AI Intern for Healthcare Applications at Carnegie Mellon University. Worked on AI for Social Good initiative with deployment at IHHN Hospital, Pakistan, mentored by Prof. Rayid Ghani.
Predicting Impactful Events with Graph ML
Research project focused on predicting impactful events using Graph Machine Learning techniques. Advanced methodologies for event prediction and impact analysis using graph neural networks.
SLOmet - Slovenian Commonsense Description
Slovenian adaptation of commonsense reasoning models, extending multilingual commonsense capabilities to Slovenian language with improved cultural and linguistic context understanding.
European Youth Parliament Delegate
Participated in Thessaloniki International Forum'21, the 7th International Forum of EYP Greece. Engaged with 170+ young Europeans in discussions about the Future of Europe and societal challenges.
Assistive Technology Tracker
Real-time tracking system for assistive technologies, developed with UCL and UNESCO IRCAI for global accessibility monitoring.
Agent-Based Text Understanding
Novel approach to NLP using agent-based models for semantic comprehension with improved interpretability.
MultiCOMET - Multilingual Commonsense
Interactive web application for multilingual commonsense descriptions. Deployed after publishing the MultiCOMET paper, supporting 50+ languages.
Predicting Scientific Breakthroughs
Machine learning system analyzing research trends to predict emerging breakthroughs 2-3 years in advance.
Publications
Optimas: Optimizing Compound AI Systems with Globally Aligned Local Rewards
International Conference on Learning Representations (ICLR 2026)
Between the Lines – Cross Source News Analysis
SiKDD 2025 Conference
WinWin Meets – Investigating the Future of Online Meetings
SiKDD 2025 Conference
Automating the Research Process with Agentic Large Language Models
Bachelor's Thesis, University of Ljubljana
A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines
Knowledge-Based Systems, Elsevier
MultiCOMET - Multilingual Commonsense Description
EMNLP Findings
