Recent research:
Across the publications, the researcher advances natural language processing, AI-driven education, and knowledge management to address real-world challenges in security analytics, information extraction, content dissemination, and academic ecosystems. The work combines text processing (stop-word removal, lemmatization, stemming, n-grams) with practical web tools, and leverages spaCy-based NER for geo-located situational awareness from social media data to visualize violence patterns and support timely decision-making. It also develops intelligent educational agents that use LangChain and GPT-3.5 Turbo to provide personalized learning support, generate assessments, and adapt content within university settings, highlighting architecture that involves students, teachers, and tutors. Additionally, the research outlines a comprehensive knowledge management framework for a university ecosystem, integrating AI-assisted knowledge digestion (CREAMINKA, PURE) and a knowledge repository to foster collaboration, innovation, and recognition. Overall, the contributions demonstrate methodological rigor in NLP pipelines, practical deployment of AI for education and security analytics, and a strategic emphasis on knowledge ecosystems to accelerate research and enterprise collaboration.

Key Topics:

• Natural Language Processing, Conversational AI & Text Analytics
• Artificial Intelligence, Machine Learning & Data Science
• Education, Pedagogy, Teacher Training & Inclusion
• Geospatial Analysis, Remote Sensing & GIS
• Optimization, Operations Research & Decision Support
• Knowledge Management, Research Ecosystems & Academic Practice