Research Papers

A collection of my published and unpublished research work

Advancements in Natural Language Processing for Sentiment Analysis

June 2023 Published

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.

AI NLP Sentiment Analysis

Comparative Analysis of Machine Learning Algorithms for Predictive Maintenance

November 2022 Published

This research compares various machine learning algorithms for predictive maintenance in industrial equipment, evaluating their performance in terms of accuracy, precision, and computational efficiency.

Machine Learning Predictive Maintenance Industrial IoT

Optimizing Database Performance in Distributed Systems

March 2023 Unpublished

This paper presents novel approaches to optimize database performance in distributed systems, focusing on query optimization, caching strategies, and load balancing techniques.

Databases Distributed Systems Performance Optimization

Ethical Considerations in AI-Driven Decision Making

September 2022 Published

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.

AI Ethics Decision Making Responsible AI

Transfer Learning Approaches for Low-Resource Languages

January 2023 Unpublished

This paper investigates transfer learning techniques for developing natural language processing models for low-resource languages, with a focus on morphologically rich languages.

Transfer Learning NLP Low-Resource Languages

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