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Department of Information Technology

Faculty

Sonali D. Mali
Prof. Sonali D. MaliAssociate Professor

Department of Information Technology

Experience 25 Years

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Profile
  • Ph.D Computer Science and Engineering
  • 25 years
  • International Conference on Innovations in Artificial Intelligence and Machine Learning(ICIAIML-2022), SKN Sinhgad College of Engineering, Pandharpur.
  • National Bilingual Conference sponsored by ATAL VAANI on Demystifying AI and Data Science: Concepts, Trends and Applications, 16th and 17th Oct 2025.

    Projects:

  • Context Based Aspect Oriented Requirement engineering Model to predict early aspects using Machine Learning.
  • MAFCOF 1:Automated Code generator for Mathematical Expression

    • Achievements:

  • Received best paper presentation award at PhD Symposium GEARS 2021 organized by GITAM University
  • Received best Oral presentation award at International Conference on Innovations in Artificial Intelligence and Machine Learning (ICIAIML-2022) held at the Ambassador Hotel Bangkok, Thailand during 20-21 August, 2022.
  • Doifode A.Y., Mali S.D., Rao T.S., Vanjale S.B., Bewoor M., Medhane S.P., Adhav L. “Online Reviews System using Aspect Based Sentimental Analysis & Opinion Mining”, 2023 , International Journal on Recent and Innovation Trends in Computing and Communication, Volume11, Issue 7, 10.17762/ijritcc.v11i7s.7013.
  • Mandhare H.C., Idate S.R. “A comparative study of cluster based outlier detection, distance based outlier detection and density based outlier detection techniques”, 2017, Proceedings of the 2017 International Conference on Intelligent Computing and Control Systems, ICICCS 2017-2018-January, 10.1109/ICCONS.2017.8250601.
  • Verma R., Paygude P., Chaudhary S., Idate S. “Real Time Traffic Control Using Big Data Analytics”, 2018, International Conference On Advances in Communication and Computing Technology, ICACCT 2018, 10.1109/ICACCT.2018.8529355.
  • Idate S.R., Rao T.S., Mali D., Bewoor M., Paygude P. , “Assessing Machine Learning Methods for Segregating Functional User Requirements and Non-Functional User Requirements”, 2025, Communications in Computer and Information Science, Volume 2439, CCIS, 10.1007/978-3-031-88759-8_8.
  • Modak A., Chaudhary S.D., Paygude P.S., Idate S.R., “Techniques to Secure Data on Cloud: Docker Swarm or Kubernetes?”, 2018, Proceedings of the International Conference on Inventive Communication and Computational Technologies, ICICCT 2018, 10.1109/ICICCT.2018.8473104
  • Paygude P., Idate S., Gayakwad M., Shinde N., More C., Patil A., Joshi R., Kadam K., Shinde A. “Self-Driving Electrical Car Simulation using Mutation and DNN” ,2023, SSRG International Journal of Electronics and Communication Engineering, Volume 10, Issue 6, 10.14445/23488549/IJECE-V10I6P104
  • Idate S.R., Rao T.S., Mali D.J., “Context-Based Aspect-Oriented Requirement Engineering Model”, 2023, Engineering, Technology and Applied Science Research, Volume 13, Issue 2, 10.48084/etasr.5699
  • Sachdeva S., Arya A., Paygude P., Chaudhary S., Idate S., “Prioritizing User Requirements for Agile Software Development”, 2018, International Conference On Advances in Communication and Computing Technology, ICACCT 2018, 10.1109/ICACCT.2018.8529454
  • Hargude S., Idate S.R., “I-Surveillance: Intelligent Surveillance System Using Background Subtraction Technique”, 2017, Proceedings - 2nd International Conference on Computing, Communication, Control and Automation, ICCUBEA 2016, 10.1109/ICCUBEA.2016.7860046
  • Mishra S., Paygude P., Chaudhary S., Idate S, “Use of data mining in crop yield prediction” 2018, Proceedings of the 2nd International Conference on Inventive Systems and Control, ICISC 2018, 10.1109/ICISC.2018.8398908
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