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Production AI systems delivering measurable business impact. Filter by your industry or challenge to find relevant examples.
Showing 17 of 17 projects
87% Research Time Reduction
Production-grade legal intelligence platform serving 50+ researchers across 3M+ legal documents. Combines RAG, hybrid search, and automated extraction for Polish tax law research.
10K+ Products, 92% AI Accuracy
Solo-built AI platform that automatically identifies and curates shoppable fashion from TV shows using computer vision (YOLO), Gemini Vision, and multi-source product matching.
90% Faster Team Assembly
AI-powered research discovery platform serving 2000+ researchers across 7 European universities with semantic search, RAG chat, and interactive visualizations.
+15% Agent Productivity
Real-time speech analytics platform processing 500K+ calls daily with NLU and sentiment analysis for enterprise contact centers.
88% Prediction Accuracy
Predictive analytics for 100+ construction projects with risk forecasting 4-6 weeks ahead using IoT sensors and ML.
+25% Conversion Rate
Recommendation system covering 10M+ companies with personalized offer matching for B2B sales teams.
CEO & Founder
Founded startup building predictive analytics for retail shops and petrol stations with hyper-personalized offers.
100K+ Decisions
Academic research building AI tools for legal document analysis and entity extraction across Polish court decisions.
Global Family Wellness Platform
AI Solutions Architect for PanasonicWELL, a visionary initiative by Panasonic enhancing everyday well-being of families globally through intelligent automation and conversational AI.
Built ML Teams Across Enterprise
Head of Data Science building collaborative ML/DS teams and delivering production AI systems for Fortune 500 clients across financial, automotive, and retail sectors.
National NLP Platform
Led dialog systems development for CLARIN-PL-Biz, building chatbot engines optimized for Polish language.
92% Inspection Accuracy
AI-powered platform using pattern recognition to improve vehicle safety inspections.
+18% Uptime
Predictive maintenance for agricultural machinery through real-time vibration and operational pattern analysis.
Published in Entropy
Ensemble sentiment classification system for Brand24, a leading social media monitoring platform.
€9.7M EU Project
EU-funded research on translational research and patient safety with ML models for clinical decision support.
7+ Publications
EU-funded research reverse-engineering social network information dynamics through graph analytics and NLP.
Major European Banks
Innovation audits for major European banks assessing IT systems for AI/ML readiness.
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