Dr. Ashwini Vinayak Zadgaonkar

Bio

Dr. Ashwini Vinayak Zadgaonkar is an educationist, researcher, and Assistant Professor at MIT World Peace University, Pune, with over 16 years of teaching experience. She is pursuing her Ph.D. under the prestigious Visvesvaraya PhD Scheme for Electronics and IT at Nagpur University.

Her research interests include Natural Language Processing, Knowledge Base Population, and Text Mining. She has an extensive research portfolio with 26 publications in reputed journals and conferences indexed in Web of Science (SCI/ESCI), Scopus, and ICI.

Dr. Zadgaonkar is committed to advancing research-driven teaching and contributing to academic excellence through innovation, scholarly work, and student mentorship.

Specialisation: Artificial Intelligence and Data Science

Areas of Expertise: NLP, Information extraction, Text Mining

Teaching Experience: 17 years

Education:

Ph.D: Ph. D. in Computer Science and Engineering, RTMNU

M.Tech: M. Tech in computer Science and Engineering RCOEM Nagpur

B.Tech: B. Tech in Computer Science and Engineering

Publications and Research:

1. Ashwini Zadgaonkar. (2023). A Frequency-Driven Approach for Extractive Text Summarization. International Journal of Next-GenerationComputing, 14(1).( Indexed in Web of Science)

2. Ashwini V. Zadgaonkar, Avinash J. Agrawal , “ An Approach for Analyzing Unstructured Text Data Using Topic Modeling Techniques for Efficient Information Extraction ” New Generation Computing Journal , Publisher: SPRINGER , ISSN / eISSN: 0288-3635 / 1882-7055 published in special issue "The Way Forward with AI-complete Problems" (SCIE Indexed)

3. Ashwini V. Zadgaonkar, Amitesh Jaiswal, Anurag thakre, Divya chandak, Financial fraud detection system using NLP and Machine learning techniques , 3rd International conference on advanced communication and intelligent systems ICACIS 2024, ICACIS 2024, MAY 16-17 2024(SCOPUS indexed conference)

4. Ashwini V. Zadgaonkar, Akhilesh dhoot, Ishan chinchghare, Pranay rahangdale, Gaurav Iyer, Pratik Bhattacharya, an approach for measuring unstructured text document similarity using lda-bert embedding model, Intelligent systems and machine learning conference 2024, IEEE Hyderabad section, MAY4-5 2024 (SCOPUS indexed conference)

5. Karandikar, Aarti & Zadgaonkar, Ashwini & Pawar, Rohit & Gote, Ashwini & Patil, Tejas & Isleem, Haytham. (2025). Hybrid quantum inspired multi-objective optimization framework for self-healing concrete using AI-driven metaheuristics. Asian Journal of Civil Engineering. 1-13. 10.1007/s42107-025-01382-z.

Subjects Taught:

Data Structures, Design and Analysis of Algorithms,System Software compiler design, Object Oriented Programming

Google Scholar Id:
https://scholar.google.com/citations?view_op=new_profile&hl=en 0000-0003-2207-6500

Linked In:
https://www.linkedin.com/in/ashwini-zadgaonkar-29500b168/