The primary research areas include machine learning, large language models, and sentiment analysis, with an emphasis on integrating AI-driven methodologies into industrial systems and decision-making frameworks. Published the paper "Elevating Smart Manufacturing with a Unified Predictive Maintenance Platform: The Synergy between Data Warehousing, Apache Spark, and Machine Learning" in 2024.