Research Papers
A collection of my published and unpublished research work
Advancements in Natural Language Processing for Sentiment Analysis
This paper explores recent advancements in Natural Language Processing (NLP) techniques for sentiment analysis, focusing on transformer-based models and their applications in social media content analysis.
Comparative Analysis of Machine Learning Algorithms for Predictive Maintenance
This research compares various machine learning algorithms for predictive maintenance in industrial equipment, evaluating their performance in terms of accuracy, precision, and computational efficiency.
Optimizing Database Performance in Distributed Systems
This paper presents novel approaches to optimize database performance in distributed systems, focusing on query optimization, caching strategies, and load balancing techniques.
Ethical Considerations in AI-Driven Decision Making
This research examines the ethical implications of using artificial intelligence in decision-making processes, particularly in high-stakes domains such as healthcare, finance, and criminal justice.
Transfer Learning Approaches for Low-Resource Languages
This paper investigates transfer learning techniques for developing natural language processing models for low-resource languages, with a focus on morphologically rich languages.
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