doc. Svitlana Goloshchuk, PhD is a Researcher at the Department of Intercultural Communication within the Faculty of Applied Languages at the University of Economics in Bratislava . She previously held academic roles as Assistant Professor and Associate Professor at Lviv Polytechnic National University (2012-2022), and earlier positions as Instructor at Lviv Polytechnic and Lviv University of Management and Law. Second Degree Higher Education: English Language and Literature , Ivan Franko National University of Lviv (2001) Third Degree Higher Education: Filology (Germanic Languages) , Ivan Franko National University of Lviv (2011) Her research spans corpus linguistics , machine translation , and language technology , with interdisciplinary applications in financial market analysis , sign language recognition , and international relations . Recent work includes LSTM-based translation models, semantic analysis of Ukrainian text, and migration securitization studies. She actively integrates machine learning with linguistic theory across domains. Her scientific output includes 8 Web of Science/Scopus-indexed publications (32 citations) and collaborations with researchers like Victoria Vysotska and Roman Holoshchuk. Projects range from NLP-driven socialization systems to digital pedagogy in online language instruction. While current awards and student supervision details are unspecified, her career reflects a blend of academic rigor and technical innovation.