Research Portfolio
Exploring the frontiers of stable, robust, and explainable Artificial Intelligence.
🏥 Medical ML Diagnosis
ML applications for medical imaging diagnosis in Ukrainian healthcare. XAI, CNNs, and clinical decision support systems.
💰 AI Economics
Comprehensive analysis of AI costs, ROI models, TCO frameworks, and economic decision-making for enterprise AI.
🚀 Cost-Effective AI
LLM deployment strategies, model selection, provider comparisons, AI agents architecture, and team building.
🔮 Anticipatory Intelligence
Identifying gaps in predictive AI systems. Real-world failure analysis and system architecture reviews.
📊 Data Mining
Intellectual data analysis, classification methods, clustering, association rules, and industry applications.