Olga Kanishcheva is an Associate Professor at the Department of Intellectual Computer Systems, National Technical University "Kharkiv Polytechnical Institute" (NTU "KhPI"). Her academic and research activities span natural language processing, sentiment analysis, and language-technology integration. Education: PhD in Computer Science (2010) and MA in Mathematics (2006) from NTU "KhPI". Her research focuses on applying computational methods to linguistic problems, including authorship attribution, semantic representation, and knowledge modeling. Her recent publications highlight statistical and algebraic approaches to NLP and semantic analysis. She has contributed to international projects like AComIn (Advanced Computing for Innovation) and developed monographs and educational materials in informatics and computational linguistics. Notable achievements include the Valentin Sviridov Scholarship for scientific excellence. Scientific Awards: Valentin Sviridov Scholarship in informatics (2012). Her teaching portfolio includes courses on algorithms, natural language processing, and object-oriented programming at NTU "KhPI".