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Nicolay Rusnachenko
PeerJ Reviewer
50 Points

Contributions by role
Reviewer 50

Contributions by subject area
Artificial Intelligence
Data Mining and Machine Learning
Natural Language and Speech
Sentiment Analysis
Neural Networks
Algorithms and Analysis of Algorithms

Nicolay Rusnachenko

PeerJ Reviewer

Summary

Expert in Natural Language Processing on Human Centered Information Retrieval. The latter involves: (1) Sentiment Analysis as miining opinions and extracting attitude authors mentioned in texts, and (2) Character Personalities from literature novel books. More than 5 years of experience in Macnine Learning methods application, including Neural Networks, Language Models, LLM. Experienced in training techniques such as Supervised Learning, Distant Supervision, and fine-tuning Transformers: Chain-of-Thoughts, Retrieval Augmenting, Reasoning Revision.

Algorithms & Analysis of Algorithms Artificial Intelligence Natural Language & Speech Neural Networks

Past or current institution affiliations

Bournemouth University

Work details

Research Fellow

Bournemouth University
March 2025 - March 2027
Faculty of Media and Communications
Transforming the UK/global healthcare sector by marking medical images with application of multi-modal Natural Language Processing (NLP) and Information Retrieval (IR) techniques.

Research Assistant in Natural Langauge Processing

Newcastle University
December 2022 - December 2023
School of Computing
Enhancing Language Models with Human-Centric Knowledge of Characters from Literature Novel Books Contribute: https://eprints.ncl.ac.uk/293995

Identities

@nicolayr_

Websites

  • Google Scholar
  • GitHub
  • Personal Page
  • Facebook