Mrs. Anita Dipak Shingade

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NAME : Mrs. Anita Dipak Shingade
DESIGNATION : Assistant Professor, CSE - AIML
QUALIFICATION : Ph.D. (Pursuing), M.Tech (Computer Engineering)

  • Ph. D. (Pursuing)
  • M.Tech (Computer Engineering), C.O.E.P, Pune, 2015.
  • B.E (Information Technology), PVG’s C.O.E.T, Pune, 2010.

OVERVIEW OF PROFILE :

Mrs. Anita Dipak Shingade is an Assistant Professor in the Department of CSE - AIML at MIT Academy of Engineering. She holds an M.Tech in Computer Engineering from the College of Engineering, Pune (COEP), and a B.E. in Information Technology from PVG’s COET, Pune. She is currently pursuing her Ph.D. in Computer Engineering and has over 14 years of teaching experience. Her academic and research interests include Machine Learning, Deep Learning, and Artificial Intelligence. She has published 9 journal papers, 13 conference papers, 1 book, and 3 patents, with her work indexed in Scopus and Google Scholar. She is a Lifetime Member of the Computer Society of India (CSI) and has served as a Session Chair and Reviewer for international conferences. She has delivered expert sessions on AI Planning and Ethics, Responsible AI, Data Visualization, Predictive Analytics, and Power BI in national FDPs and workshops. She has also completed multiple NPTEL and Coursera certifications. She mentors student projects in AI and Data Science and actively contributes to research, innovation, and academic excellence.

FORE FRONT AREA OF RESEARCH : Machine Learning, Deep Learning, Artificial Intelligence, Data Science
EMAIL ID : anita.shingade@mitaoe.ac.in
CONTACT NO : 9028411359
EXPERIENCE : Teaching: 14 Years


  • Revenue Generated of Rs 12000/- through 2 days workshop on “Data Science with python” Organized by department of Information Technology, PCET’s Pimpri Chinchwad College of Engineering, Nigdi, Pune on 7 & 8th October, 2022.
  • Certificate of Excellence (Top 241 Performers from a total of 5308 participants) by IIT Bombay, FDP was held under the aegis of Pandit Madan Mohan Malaviya National Mission for Teachers and Teaching (PMMMNMTT), MHRD, Gol.
  • Session Chair and Reviewer at 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA) organized by PCET’s Pimpri Chinchwad College of Engineering, Nigdi, Pune, India on 18-19 Aug. 2023.
  • NPTEL Certification completed on-
    • Software Testing
    • Object Oriented Analysis and Design
    • Roadmap for patent creation
    • Certificate in recognition of my role as mentor for the NPTEL online certification course software Testing.
  • Coursera Certification completed on-
    • Power BI Desktop Certificate
    • Introduction to HTML5
    • AI for Everyone by courser
  • Delivered a session 10th July 2023 for the BE- (AI&DS) Faculty Orientation Program on “Machine Learning (417521), Data Modeling & Visualization (417522) & Computer Laboratory-I (417525)” organized by ABMSP's Anantrao Pawar College of Engineering and Research, Parvati Pune under the aegis of BOS Computer Engineering, Savitribai Phule Pune University, Pune
  • Delivered a session for 3 days workshop on “Model Building Using Deep Learning”, at Pimpri Chinchwad College of Engineering, Pune 2023.
  • Delivered expert session for 2 days workshop on topic “Dashboard creation using Tableau and Data Visualization using python”, at Pimpri Chinchwad College of Engineering, Pune, 2022
  • Delivered expert session for 5 days workshop on “Data science” conducted by AI-ML SIG of IT department, at Pimpri Chinchwad College of Engineering, Pune 2022.
  • Completed 5 days online FDP on the “Inculcating Universal Human Values in Technical Education” by AICTE.


RESEARCH PROJECTS /PATENTS/MEMBERSHIPS

Patents

  • Application No: 202421011210, Title of the Invention: "Mango Plucking Stick To Pluck Mangoes From Mango Tree Based On Ripeness And Method Thereof" (InProcess)
  • Application No: 202141001881A, Title of the Invention: Emotional Communication Based Infant Facial Expression Monitoring System Publication: Published in official Journal of the Patent Office, India, Publication Date: 22/01/2021
  • Application No: 202221005289, Title of the Invention: Webserver for Text to speech conversion Publication: Published in official Journal of the Patent Office, India Publication Date: 08/04/2022

Memberships

  • Life Time Member of CSI

Research projects

  • Completed 6 months internship as “Data Science” intern from Bharat soft solutions Pvt. Ltd. Pune.

Title of the ProjectA Smart Assistance to Mango Cultivator: Intelligent Stick to predict mango ripping stages for plucking

Funding AgencyJidnyasa SEED funding scheme by PCCOE,Pune

Grant-in-aid SanctionedRs. 200000/-

Duration2022-2023(In Process)

PUBLICATIONS


  • “Generative Adversial Network Approach for Cartoonifying image using CartoonGAN.”, Roshani Raut, Anita Devkar, Pradnya S. Borkar, Radha Deoghare, Sapna Kolambe, Journal of Electrical Systems, 2023, 19(3), pp. 181–191
  • "Depression Therapy Chat-Bot using Natural Language Processing.", Roshani Raut, Sapna Kolambe, Anita Devkar, Pradnya Borkar, International Journal of Intelligent Systems and Applications in Engineering 12.2s (2024): 181-187.
  • "Weather Aus Dataset: Prediction of Rainfall Using Machine Learning Techniques.” Anita Devkar, Ashutosh Kulkarni, Shubhangi Tidake, Eur. Chem. Bull 12.S3 (2023): 1531-1538.
  • “Abusive Words Detection Using Machine Learning Framework”, International Journal Of Advance Scientific Research And Engineering Trends, Volume 5, Issn(Online) 2456-0774, June 2020.
  • “An Evaluation Approach for Detection of Contours with 4-D Images: A Review”, International Journal of Research in Engineering and Technology, Volume-05, Issue-03, PP (341-343), March-2016.
  • “A Survey on Annotating and Searching Documents using Dynamic Dual Approach”, International Journal of Innovative Research in Computer and Communication Engineering, Volume-4, Issue-3, PP (3136-3140), March-2016.
  • “Dynamic Document Annotation using CADS and USHER for Document Searching”, International Journal of Research in Information Technology, Volume-3, Issue-9, PP (113- 118), September-2015.
  • “Combine Approach of CADS and USHER Interfaces for Document Annotation”, International Journal of Computer Sciences and Engineering, Volume-3, Issue-4, PP (3841), April-2015.

BOOK PUBLISHED

  • Authored Book: Title of Book: Annotation: Concepts and Techniques, Publisher: Lambert Academic Publishing, ISBN: 978-3-659-8780-5.

INTERNATIONAL CONFERENCES

  • S. Deshmukh, A. Rathod, H. Sonawane, R. Raut and A. Devkar, "Skin Cancer Classification Using CNN," 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC), Dharwad, India, 2023, pp. 1-5, doi: 10.1109/ICAISC58445.2023.10199440.
  • G. Dharmale, R. Deoghare, A. Devkar, T. Ganguly and S. Deshmukh, "Automated MOM Generator with Attendance Monitoring," 2023 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Pune, India, 2023, pp. 1-5, doi: 10.1109/ICCUBEA58933.2023.10392149.
  • S. S. Patil, R. B. Diwate, A. L. Devkar, A. M. Kulkarni and K. S. Wagh, "Tri-Plant Leaf Disease for Bell Paper, Tomato and Potato Classification Using CNN," 2022 International Conference on Emerging Smart Computing and Informatics (ESCI), Pune, India, 2022, pp. 1-5, doi: 10.1109/ESCI53509.2022.9758249.
  • A. Mhasawade, G. Rawal, P. Roje, R. Raut and A. Devkar, "Comparative study of SVM, KNN and Decision Tree for Diabetic Retinopathy Detection," 2023 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), Greater Noida, India, 2023, pp. 166-170, doi: 10.1109/CISES58720.2023.10183456.
  • K. Meshram, H. Jadhav, N. Narsale, R. Raut and A. Devkar, "Image Generation from Random Noise using Generative Adversarial Networks," 2023 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), Greater Noida, India, 2023, pp. 381-385, doi: 10.1109/CISES58720.2023.10183425.
  • R. Patil, S. Patil, N. Todakari, A. Devkar and R. Raut, "Earthquake Depth & Magnitude Prediction Model Using Artificial Neural Network," 2023 4th International Conference for Emerging Technology (INCET), Belgaum, India, 2023, pp. 1-5, doi: 10.1109/INCET57972.2023.10170413.
  • D. Ojha, A. Pawar, G. Kasliwal, R. Raut and A. Devkar, "Driver Drowsiness Detection Using Deep Learning," 2023 4th International Conference for Emerging Technology (INCET), Belgaum, India, 2023, pp. 1-4, doi: 10.1109/INCET57972.2023.10169941.
  • Y. Wankhede, P. Shinde, S. Naik, R. Raut and A. Devkar, "Diabetic Retinopathy Detection Using Convolutional Neural Network," 2023 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Pune, India, 2023, pp. 1-6, doi: 10.1109/ICCUBEA58933.2023.10391972.
  • A. Modak, A. Padamwar, S. Pokale, R. Raut, A. Devkar and S. Patil, "Disease Detection in Rice leaves using Convolutional Neural Network," 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC), Dharwad, India, 2023, pp. 1-6, doi: 10.1109/ICAISC58445.2023.10200216.
  • “Feasibility study of ARIMA model for PM2.5 prediction using real-world data generated from Pune region”, International Conference on Recent Trends in Communication & Intelligent Systems (ICRTCIS 2021) on 23rd October 2021,Open Access | ISBN 978-93-91842-08-6 | DOI: https://doi.org/10.52458/978-93-91842-08-6.

PAPERS ACCEPTED FOR PUBLICATION

  • "Food Ingredient Detection Using Deep Learning” International Conference on Signal Processing and Computer Vision-2023 organized by Department of Electronics and Communication Engineering, National Institute of Technology Silchar, Assam, India during 30-31st March, 2023.
  • “Brain Tumor Detection Using MRI Images”, International Conference on Signal Processing and Computer Vision-2023 organized by Department of Electronics and Communication Engineering, National Institute of Technology Silchar, Assam, India during 30-31st March, 2023.