Data Engineer

I build data-intensive systems for problems that stop being convenient at scale.

Working across search, semantic systems and applied AI.

I design and build infrastructure, retrieval and AI systems.

I care about correctness, observable performance and systems that last.

Ljubljana, SI2026

Selected work

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Procurement intelligence

Tender Vendor Discovery

Procurement research pipeline for tender document processing, supplier discovery, contact enrichment and evidence review.

Tender vendor discovery workflowTender documents move through requirement extraction, supplier discovery, enrichment and analyst review, supported by source evidence.TENDERDOCUMENTSREQUIREMENTEXTRACTIONSUPPLIERDISCOVERYANALYSTREVIEWSOURCE EVIDENCEENRICHMENT

Graph ML / Research

DeFi Security Knowledge Graph

Leakage-aware graph feature engineering for DeFi security incident severity analysis.

DeFi security knowledge graphProtocol relationships connect graph-derived context to timestamped incident metadata.

More case studies, technical notes and experiments.

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