Dr. Prerna Agrawal

About

A Ph.D. by choice, an active learner by passion, and an academician by profession. With an experience of 15+ years, I have expertise in machine learning, big data, data science, cloud computing, computer networks, Python, and databases. I have a total of 30+ research publications and book chapters in various national and international conferences and journals. I have also served as a session chair, Technical Programme committee member and a reviewer for numerous international conferences and journals.

Employment

• GLS University Assistant Professor
  2012 - Present

Education

• GLS University Ph.D
  2015 - 2021
• Shri Chimanbhai Patel Post Graduate Institute of Computer Applications Master of Computer Applications (MCA)
  2008 - 2011
• JG College of Computer Applications Bachelor of Computer Applications (BCA)
  2005 - 2008

Projects & Funding

Projects & funding information is unavailable.

Publications (32)

• Using Machine Learning for Lung Disease Prediction: A Comprehensive Review
  Smart Innovation, Systems and Technologies 2026
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• From Models to Impact: A Systematic Review of Generative Artificial Intelligence in Education
  International Journal of Research in Engineering, Science and Management 2026
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• Using Machine Learning to Automate IT Job Role Prediction by Resume Screening
  Lecture Notes in Networks and Systems 2026
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• A Survey on the Lung Diseases Prediction in an Indian Environment Using Machine Learning
  Lecture Notes in Networks and Systems 2026 DOI: 10.1007/978-981-96-7502-9_37
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• Artificial Intelligence
  Multimedia and Sensory Input for Augmented, Mixed, and Virtual Reality 2026 DOI: 10.4018/979-8-2600-0981-9.CH002
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• Intelligent Imaging
  Multimedia and Sensory Input for Augmented, Mixed, and Virtual Reality 2026 DOI: 10.4018/979-8-2600-0986-4.CH002
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• Intelligent Learning
  Multimedia and Sensory Input for Augmented, Mixed, and Virtual Reality 2026 DOI: 10.4018/979-8-3373-4521-5.CH011
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• PneumoSense++: An Enhanced Pneumonia Detection with Deep Learning and Comparative Optimizer Analysis
  Procedia Computer Science 2026 DOI: 10.1016/j.procs.2026.06.404
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• PneumoSense: Smart Pneumonia Detection Using Deep Learning
  ICT Analysis and Applications: Proceedings of ICT4SD. Lecture Notes in Networks and Systems (1653) 2026 DOI: 10.1007/978-3-032-06694-7_2
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• ShlokaSage: AI Driven Emotion-Based Bhagavad Gita Shloka Recommendation
  2026 DOI: 10.1007/978-3-032-22118-6_8
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