Founder @ SeriousNode · Researcher @ InnoRenew CoE · ex-Founding Engineer @ cognee
AI engineer, researcher, data person. Side quest: turning other people's vibe-coded spaghetti into production
16.9k ★ on open source · 10+ years building ML in production · 8+ years in academic research
| SeriousNode | AI infrastructure built to work in production |
| InnoRenew CoE · University of Primorska | Researcher & Assistant with PhD. Optimization, network science, and explainable ML applied to knowledge representation, epidemiological modeling, and public-transport routing. |
| cognee · 2024–2026 | Built the spine of the platform: retrieval and ontology reasoning, the internal Rust orchestrator, distributed pipeline, agent tracing, and the evaluation framework + some of the integrations. 16.9k ★ · 1.8k forks. |
| Egis Pharmaceuticals · 2021–2024 | Owned the advanced-analytics roadmap end to end. Shipped pricing-strategy optimization model, sales forecasting, field-rep routing, and the behavioural analytics behind a patient-facing mobile health product. |
| FRISK IT Solution · 2021–2023 | Technical lead during a build-out phase. Drove the fraud-detection R&D track, scoped and supervised subcontracted delivery, and ran technical due diligence in front of industrial buyers. |
| Andego · 2017–2019 | Designed and built the detection core of a fraud system that went into production at a major Hungarian financial institution — modeling, feature engineering, and the handoff to ops. |
Optimization & Heuristics Graph Theory Knowledge Graphs Explainable AI Fraud analytics Epidemiological modeling Public-transport optimization IoT pipelines
- 1st place — ACM Programming Contest
- Special Award — SedCup Programming Contest
Based in Europe · Open to research collaborations and genuinely hard problems