Dr. Shilpa Snehal Sonawani

Bio

Dr. Shilpa Sonawani has been working as an Assistant Professor at MIT World Peace University since 2011, handling academic responsibilities and leadership in the Department of Computer Engineering and Technology. She has 25+ years of experience in teaching and industry. She holds a Ph.D from Vishwakarma University and an M.Tech from CDAC, Indraprastha University, Delhi. She is skilled in Data Analytics, AI/ML, Deep Learning, and Business Intelligence. She has published 40+ research papers and has 6 Indian and International patents in her accord. She is a reviewer for renowned publications, Best Paper Award and Hackathon award winner and Mentor. Her research areas include Climate Change, Air Pollution Monitoring, and Bird Conservation in association with (BNHS) Bombay Natural History Society.

Research Area
Data Analytics, AI/ML, Deep learning, Business Intelligence, Climate Change, Air Pollution Monitoring, Bird conservation

Publications List

1. Vasu Patel, Shilpa Sonawani, “Small Molecule Based Drug Discovery Using Machine Learning”, accepted for publication in Fifteenth International Conference on Advances in Communication, Network, and Computing – CNC 2024, Publication by Grenz Scientific Society, July 2024, Scopus indexed.

2. Anish Kulkarni, Aditya Kulkarni, Shubham Gite and Shilpa Sonawani, “Bridging Traditional and Modern AI Techniques for Breast Cancer Histopathology”, accepted for publication in International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC 24), IEEE publication October 2024, Scopus indexed.

3. Shilpa Sonawani, Mrunmayee Khilare, Vedant Singh, Aditi Kumari, Saaniya Phatak, “Novel Approach for Automated Food Recognition, Nutrition and Allergy Assessment”, accepted for publication in Hinweis Third International Conference on Advances in Software Engineering and Information Technology (ASIT-2024), July 2024, Scopus Indexed.

4. Niharika Deokar, Mayank Singh, Joella Susan Jacob, Urvi Desai and Shilpa Sonawani , “Mitigating Climate Change Impact Through Smart Agriculture: Soil Temperature Analysis and Prediction”, accepted and presented in Conference Proceedings if international Conference on Systems and Technologies for Smart Agriculture 2023, Springer publication on 19th and 20th December, 2023.

5. Shilpa Sonawani; Kailas Patil,” Shilpa Sonawani; Kailas Patil, “Predicting Air Quality at new Air Quality Monitoring Station in Smart City using Novel Transfer Learning Based Framework” publication in Indonesian Journal of Electrical Engineering and Computer Science, Vol 32, No 2 , p-ISSN: 2502-4752, e-ISSN: 2502-4760 , DOI: http://doi.org/10.11591/ijeecs.v32.i2. pp1014-1021 (Scopus 2.9)(SJR 2022-0.272(SNIP 2022-0.528)(Q3) Nov 2023.

6. Shilpa Sonawani, Prawit Chumchu, Kailas Patil, “Multi_headed CNN_GRU model for Particulate Matter (PM2.5) Prediction in Smart Cities”, publication in International Journal of Environment and Waste Management, Inderscience, DOI: https://doi.org/10.1504/IJEWM.2023.133596,(Q3) (Scopus, ESCI), CiteScore 0.9 (2021),SJR(0.26), pp 257-272, vol 32, issue 3, September 21, 2023, ISSN: 1478-9876

7. Shilpa Sonawani; Kailas Patil, “Air Quality Forecasting at new Air Quality Monitoring Station using Transfer Learning Based Chaining Approach”, accepted for publication in AIMS ENVIRONMENTAL SCIENCE, (Q2, ESCI)

8. Aditya Gaisamudre, Pratyush Jha, Malhar Dhawle, Nidhi Sabu, Shilpa Sonawani,” The impact caused by Global Warming on World Food Supply and Agricultural Product Markets”, accepted for publication in International Conference on Nanoelectronics, Computational Intelligence & Communication Systems (NCCS-2022), Springer book series

9. Shilpa Sonawani, Kailas Patil, “Air Quality Measurement, Prediction and Warning Using Transfer Learning Based IOT System for Ambient Assisted Living”, publication in International Journal of Pervasive Computing and communications, Emerald Publication, Jan 2023, online published DOI: https://doi.org/10.1108/IJPCC-07-2022-0271, ISSN: 1742-7371(WOS, Q2). Volume 20 Issue 1 , Jan 2023.

10. Kaustubh Hambarde, Ravneet Kaur, Reuben George, Arwa Hussain, Chaitanya Gomkar and Shilpa Sonawani, “Stroke Prediction using Optimization and Exploratory Data Analysis”, International conference on Interdeciplinery Approaches in Technology and Management for Social Innovation (IATMSI-2022), IEEExplore, 1-7. DOI:10.1109/IATMSI56455.2022.10119295, December 2022. Scopus indexed

11. Sharayu Dosalwar, Ketki Kinkar, Aditi Baheti and Shilpa Sonawani, “The Perceived Impact of Correlative Relationship between Depression, Anxiety, and Stress among University Students”, in CCIS Series of Springer, (Scopus), Volume 1781 of the Advanced Computing, pp 173–182 14 July 2023. DOIhttps://doi.org/10.1007/978-3-031-35641-4_13, Online ISBN978-3-031-35641-4

12. Viren Modi, Karan Shah, Spriha Shashi Shekhar, Aayush Gupta, Shilpa Sonawani, “COVID-19 Vaccine Acceptance and Hesitancy in the Indian Scenario “, In book: Internet of Behaviors (IoB) (pp. 187–212), Taylor & Francis Group/CRC Press, ISBN:978-100087837-0, DOI 10.1201/9781003305170-12, 1 January 2023. Scopus

13. Parth Rainchwar, Rishikesh Mate, Soham Wattamwar, Aditya Gaisamudre, Pratyush Jha, Shilpa Sonawani, “Analytical study on consumer’s social and behavioral psychology and its influence on online purchasing “, In book: Internet of Behaviors (IoB) (pp.41-60), Taylor & Francis Group/CRC Press, ISBN:9781003305170,DOI:10.1201/9781003305170-4, January 2023. Scopus

14. Abhishek Deshkar, Shilpa Sonawani, “Extracting medicine name and expiry date from medicine strip”, accepted for publication in International Journal of Creative Research Thoughts (IJCRT), UGC approved Journal. (2022).

15. Kargil Thakur, Aditya Tayde, Aditya Wanjari, Amit Tembhurkar and Shilpa Sonawani, “Designing a Secure Interactive ATM for Visually Impaired People”, Twelfth International Joint Conference on Advances in Engineering and Technology, Grenze Scientific Society, GRENZE International Journal of Engineering and Technology (GIJET), Scopus indexed., 8, pp. 109–115, ISBN 978-171385793-8, January 2022, (Scopus)

16. Tanmay Unhale, Shilpa Sonawani (2022). Novel Approach for Feature Selection Using Genetic Algorithm. In Proceeding of International Conference on Computational Science and Applications . Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-19-0863-7_1, 27th April 2022. ICCSA21Received Best paper award.(2022). Received Best paper award.

17. Shilpa Sonawani, Kailas Patil, Prabhu Natarajan, “Biomedical Signal Processing For Health Monitoring Applications: A Review" for International Journal of Applied Systemic Studies (IJASS), Inderscience Publications, Vol 10, Issue 1, Pages 44-69, ISSN: 1751-0589, Feb 2023, DOI:10.1504/IJASS.2021.10045116 (Scopus,Q4)

18. KETAKI PATIL, GAYATRI AWATE, SHRENEEL KALA, ABHISHEK PATIL, SHILPA SONAWANI, “Covid-19 tweets sentiment analysis using machine learning models”, Design Engineering, pages 2831-2842, ISSN: 0011-9342 VOL 2021: ISSUE 05, Oct 2021.

19. Aditya Dhole, Ishan Ambekar, Gaurav Gunjan, Shilpa Sonawani,”An Ensemble Approach to Multi-Source Transfer Learning for Air Quality Prediction”, in 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), IEEE Explore, Feb 2021, pp. 70-77 DOI:10.1109/ICCCIS51004.2021.9397138(Scopus Indexed)(2021)

20. Vaidehi Thakre, Shreyas Vedpathak, Kalpana Thakre and Shilpa Sonawani, “ PCOcare: PCOS Detection and Prediction using Machine Learning Algorithms”, in Special Issue on Bioscience Biotechnology Research Communucation Special Issue, Vol 13 No 14 (2020) Pp-240-244, December 2020, Web of Science journal, ESCI indexed, ISSN:0974-6455 , www.bbrc.in., DOI:10.21786/bbrc/13.14/56.(2020)

21. Shilpa Sonawani; Kailas Patil; Prawit Chumchu,“NO2 Pollutant Concentration Forecasting for Air Quality Monitoring by using an Optimized Deep Learning Bidirectional GRU Model", publication in the International Journal of Computational Science and Engineering, Vol.24 No.1, pp.64 – 73, Inderscience,March,2021,ISSN:1742-7185, DOI: 10.1504/IJCSE.2021.113652.(Scopus,ESCI Indexing)(Scopus)(2021) (Q3)

LinkedIn Link
https://www.linkedin.com/in/dr-shilpa-sonawani-440b1790/

Google Scholar Link
https://scholar.google.com/citations?user=wYScXxgAAAAJ&hl=en

Scopus Link
https://www.scopus.com/authid/detail.uri?authorId=36706629400

ORCID Link
https://orcid.org/0009-0009-3725-290X