Dr. Rachana Chaudhari
Assistant Professor
Ph. D - Computer Applications, MCA, BCA
Experience: 12 years
Specialization: Python, Data Structure, Mobile Development and Data Analysis & Visualization
Research Area: Natural Language Processing, Image Processing, Machine Learning
About
Dr. Rachana Chaudhari is currently serving as an Assistant Professor at GLS University, Ahmedabad, Gujarat. With over 11 years of academic experience in the field of Computer Science and Applications, she has been actively involved in teaching, research, and academic development.
Dr. Chaudhari has contributed to the academic community through five research publications in reputed journals and conferences. She is also a co-author of an academic book, reflecting her commitment to knowledge dissemination and scholarly advancement.
She completed her doctoral research in the area of Gujarati Handwritten Joint Character Identification and Analysis, focusing on pattern recognition, image processing, and regional language script analysis. Her research contributes to the advancement of document analysis systems and intelligent character recognition, particularly for Indic scripts.
Her areas of interest include Machine Learning, Pattern Recognition, Image Processing, and Handwritten Character Recognition. She remains actively engaged in guiding students, participating in academic initiatives, and contributing to research-oriented activities within the department.
Rachana Chaudhari and Dr. Purna Tanna, "A Comparison of Deep Learning CNN Architectures for Handwritten Joint Consonants", IEEE Xplore, Electronic ISBN:979-8-3503-7519-0, DVD ISBN:979-8-3503-7518-3, Print on Demand(PoD) ISBN:979-8-3503-7520-6
Year: 2024
Rachana Chaudhari and Dr. Purna Tanna, "Analysis of Handwritten Joint Characters in Gujarati Language", International Journal forResearch in Applied Science & Engineering Technology (IJRASET), ISSN: 2321-9653, IC Value: 45.98, SJ Impact Factor: 7.429, Volume 8, Issue XII, DOI: https://doi.org/10.22214/IJRASET.2020.32614
Year: 2020
Rachana Chaudhari and Dr. Purna Tanna, "Recognition of Gujarati Handwritten Conjunct Characters Using Pre-trained Deep Learning Model MobileNetV2", 3rd International Conference on Advanced Communication and Intelligent Systems (ICACIS)
Year: 2024
Rachana Chaudhari and Dr. Purna Tanna, "Corpus building for Handwritten Gujarati Conjunct Consonant Characters", 5th Springer International Conference on Data Engineering & Applications (IDEA - 2K24)
Year: 2024
Rachana Chaudhari and Dr. Purna Tanna, "Gujarati Handwritten Conjunct Consonant Recognition Using Deep Learning", Springer Nature Link, Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics (PCCDA), pp 113–124, book series: Algorithms for Intelligent Systems (AIS)
Year: 2024
Best Book Award in Computer Science Category - Along with my co-authors Dr. Harshal Arolkar, Dr. Snehal Shukla Trivedi, and Dr. Vishal Narvani
Year: 2025
No PhD students listed.