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Dr. Sonali Atulkumar Patil

Professor at K J Somaiya School of Engineering
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Faculty
  • Department:
    Information Technology
  • Institute:
    K J Somaiya School of Engineering
  • Location:
    Vidyavihar - Mumbai
  • Email Address:

    sonalipatil@somaiya.edu

  • Contact Details:

    Landline No. : 02266449191

    Extension No. : 9425

  • Office Address :

    B 308, K J SOMAIYA School of Engineering

  • Timings For Visitors:

    NA

  • Curriculum Vitae
Curriculum Vitae
Faculty Login

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  • personal profile
  • Research Accomplishments

Introduction

She is working in KJSCE since August 2003.  She has total experience of 21 years. She has taken up the charge of Associate Dean, Academic Programmes from July 01,2021. She is Professor in the Department of Information Technology. She is presently Board of Studies Chairperson in Information Technology and Board of Studies Chairperson in Artificial Intelligence & Data Science.

She has served various positions in college/university in past. She was Member-Internal Quality Assurance Cell of Somaiya Vidyavihar University (SVU) from September 2021 to September 2023. She is PhD Coordinator for PhD in Information Technology (SVU). She was coordinator for Internal Quality Assurance Cell (IQAC) of KJSCE from Feb 2017 to June 2021. She worked as the Head of the Department of Information Technology from July 2009 to Nov. 2013. She has represented her department as Head for the NBA Accreditation in 2012 for which the department had received the accreditation status. She was part of various committes/bodies like Member of Board of Studies, Member of Prevention of Unfair Means Committee for handling malpractices in examinations, Internal Research review committee, Member Grievance Redressal Cell- Faculty & Staff, NAAC Accreditation Steering Committee and more. She is a founder member of Member of Biomedical Engineering and Technology Incubation Cell (BETiC- KJSCE) which is developed in association with IITB.

She has completed her PhD from Shivaji University Kolhapur in April 2017, M.E (Electronics)  from Walchand college of Engineering, Sangli and  B.E. ( Electronics Engineering )  from  Shivaji University, Kolhapur in 2000.  

Her areas of interest are primarily Image processing, Geographical Information Systems, Artificial Intelligence and Information Security. She has published papers 31 papers in peer-reviewed international Journals,  conferences and book chapters. Currently two of her PhD students enrolled in Computer Engineering under University of Mumbai have submitted the thesis. She is also a recognized PhD guide in Computer Engineering and Information Technology of Somaiya Vidyavihar University. She is guiding 2 candidates under Somaiya Vidyavihar University. She is recognized as PG teacher of the Mumbai University for M.E. Degree in Computer Engineering from November 2012 and M.E. in IT from March 05, 2015 .She is also recognized as a Guide for PhD in Computer Engineering from July 2017 and in Information Technology from 2018 of University of Mumbai.  She has guided 40+ UG projects and guided/co-guided 12+ PG projects. She has attended International faculty development program at Melbourne, Australia in Aug-Sep 2019 and many other FDPs, STTPs, workshops and seminars and also organised many of them. 

Education

S.S.C.,Kolhapur Divisional Board,1994

H.S.C,Kolhapur Divisional Board,1996

B.E. (Electronics Engineering),Shivaji University, Kolhapur,2000

M.E. (Electronics Engineering),Shivaji University, Kolhapur,2003

Ph.D. (Electronics Engineering),Shivaji University, Kolhapur,2017

Professional Experience

    Academic

  • K J Somaiya School of Engineering, Lecturer Adhoc, August 2003 - November 2003
  • K J Somaiya School of Engineering, Assistant Professor, August 2008 - July 2011
  • K J Somaiya School of Engineering, Associate Professor, August 2011 - Present
  • K J Somaiya School of Engineering, Lecturer, December 2003 - July 2008
  • Non Academic

  • onkar Engineers, Sangli, System Administrator, June 2002 - April 2003

Courses/Subjects Teaching

Research Specialisation

  • Image Processing and Analysis
  • Machine Learning
  • Cryptography

Consultancy Expertise

    No Information Available

Consultancy Projects

    No Information Available

Achievements, Recognitions & Awards

MDP / FDP

  • international faculty development program at Melbourne, Australia from August 28,2019 to September 9, 2019

  • one-Day Workshop on “Filling AQAR Under New NAAC Guidelines” organized by IQAC Cell in Collaboration with IQAC Cluster india on 30 July,2019  at KET's V.G.Vaze College, Mulund East

  • TRAINING ON MOODLE: LEARNING MANAGEMENT SYSTEM (LMS) ON SEPTEMBER 20, 2019 AT KJSSE

  • Five-Day Train  the trainer workshop for IQAC coordinators organized by RUSA at B. K. Birla college of arts, science and Commerce, Kalyan from December 12 to 16, 2018

  • A three phase Leadership Development Program under IQAC conducted on January 12 & 13, 2018 (Phase1), April 30 & May 01, 2018 (Phase2), October 26 & 27, 2018 (Phase3)

  • Two Day training on “Burp Suite – Web Application Security Tool” on 04th and 5th September 2018

  • Reference Management training program on Aug 11, 2018 from 11.00 am - 1.00 pm organized by The Research Promotion - SIRAC team of Somaiya Vidyavihar.

  • Matlab Hands-on and broadcast workshop on July 31, 2018

  • STTP ON “HANDS-ON IN BLOCK CHAIN TECHNOLOGY AND CRYPTO CURRENCY” FROM JULY 2 TO JULY 7, 2018 AT KJSSE, MUMBAI.

  • Training program on  Academic Audit for effective curriculum evaluation and implementation (MH 05) from 18 to 22 Dec 2017 at NITTR, Extension Centre Pune.

  • Two-Week AICTE approved FDP on ''Pedagogy for online and Blended Teaching-Learning Process (FDP201x)”, under PMMMNMTT  by IITB from 14 September to 12 October 2017

  • Two-Week AICTE approved FDP on “Foundation Program on ICT in Education (FDP101x)” under PMMMNMTT by IITB from 03 August to 07 September 2017

  • WORKSHOP ON INCLUSIVE EDUCATION PEDOGOGY FOR SCIENCE AND ENGINEERING SCHOOLING TO THE PERSONS WITH DISABLITIES AT KJSSE ON AUGUST 23, 2017

  • MEDIC 2017-Medical Device innovation Camp jointly organized by IIT Bombay, COE Pune, IIT Bombay and VNIT Nagpur from 13-17 Sept 2017 at COE, Pune

  • ISTE approved STTP of one week on “Social, Mobile, Analytics & Cloud (SMAC)” from December 5, 2016 – December 09, 2016 in K.J Somaiya College of Engineering.

  • Two-Day Workshop on Soft Computing (Neural Network, Fuzzy Logic) and Neuromorphic Engineering in SPIT, andheri on 7th  and 8th  February 2014

  • Workshop on “Aakash for Education” in K.J.S.C.E on 10th and 11th of November, 2012

  • 2-days ISTE workshop on “Writing Effective Conference Papers” conducted by IITB on 18th and 19th February, 2012

  • WORKSHOP ON “SCILAB-AN OPEN SOURCE PLATFORM FOR NUMERICAL COMPUTATION” FROM 13TH JUNE TO 17TH JUNE, 2011 (5DAYS) IN KJSSE ORGANIZED BY IITB

  • one Week in-house workshop on “Core Java” from June 21 to June 25, 2010

  • I.S.T.E Workshop on “Database Management System” organized by IITB in K.J.S.C.E remote centre Dec 13-23, 2010

  • one week workshop from 14th Jan, 2008 to 19th Jan, 2008 on ‘Project Management’ organized by Computer- IT Department of K.J Somaiya College of Engineering

  • STTP of two weeks on “Image Processing and Multimedia – Technology and Applications” from June 25, 2007 – July 06, 2007 in K.J Somaiya College of Engineering

  • Distance Education Program on ‘Embedded Systems’ in IIT, Bombay in Jan 2005

Research Papers

Dipti Pawade & Sonali Patil.(2024).Closed Domain Question Answering System Tailored for Crime Events Using Deep Learning for Both Statistical and Contextualized Responses.International Journal of Information Engineering and Electronic Business,16(4):47-65.https://doi.org/10.5815/ijieeb.2024.04.04
Sujata Pathak & Sonali Patil.(2023).Evaluation of effect of pre-processing techniques in solar panel fault detection.IEEE Access,11(2023):72848 - 72860.10.1109/ACCESS.2023.3293756
Sonali Patil, Ujwala Bhangale & Stuti Ahuja.(2023).Semantic understanding of high spatial resolution remote sensing images using directional geospatial relationships.Annals of GIS,March(March):1-14.https://doi.org/10.1080/19475683.2023.2181394
Gopalkrishna Waja, Charmee Mehta, Sonali Patil & Gaurang Patil.(2023).How AI Can be Used for Governance of Messaging Services: A Study on Spam Classification Leveraging Multi-Channel Convolutional Neural Network.International Journal of Information Management Data Insights,3(1):1-14.https://doi.org/10.1016/j.jjimei.2022.100147
Sujata Pathak, Sonali Patil & Shailee Patel.(2022).Solar panel hotspot localization and fault classification using deep learning approach.Procedia Computer Science,204(2022):698-705.https://doi.org/10.1016/j.procs.2022.08.084
Sudha Gupta, Deepak Sharma, Ravindra Salvi, Bharathi Narayan, Manoj Palsodkar & Sonali Patil.(2020).Need Based Students’ Scholarship: PUSH KJSCE-A Success Story.in Journal of Engineering Education Transformations (JEET), Volume 33, Special Issue, ICTIEE 2020, January 2020,,33(1):275-279.
Vivek Tirodkar & Sonali Patil.(2019).Necessity of Dedicated Vulnerability Analysis and Data Centre Patch Management Process in Banking Sector in India.International Journal of Engineering Trends and Technology,67(7):79-84.http://doi.org/10.14445/22315381/IJETT-V67I7P215
Nishant Mehta & Sonali Patil.(2018).Approach for Handling Cyber Security Incidents in an Organisation.International Journal of Engineering Trends and Technology,56(1):37-42.http://doi.org/10.14445/22315381/IJETT-V56P207
Parvin Shaikh & Sonali Patil.(2017).Performance Evaluation of Hybrid Cryptography System.International Journal of Engineering Trends and Technology,54(4):255-263.http://doi.org/10.14445/22315381/IJETT-V54P235
Ashwinkumar Malwadkar & Sonali Patil.(2016).Data mining Techniques for Digital Forensic Analysis.International Journal on Recent and Innovation Trends in Computing and Communication,4(3):17 – 22.
Karishma Pooj & Sonali Patil.(2016).Understanding File Upload Security for Web Applications.International Journal of Engineering Trends and Technology,42(7):342-347.http://doi.org/10.14445/22315381/IJETT-V42P261
Sonali Patil & V Udupi.(2015).Using Histogram Specification in a Hybrid Preprocessing Technique for Segmentation of Malignant Skin Lesions from dermoscopic Images.International Journal of Computer Science Engineering and Information Technology Research,5(4):71-82.
Sonali Patil.(2014).Detection and Classification of Skin Lesion in Dermoscopy images.International Journal of Applied Engineering Research,9(24):27719-27731.
Sonali Patil & V Udupi.(2013).A Computer Aided Diagnostic System for Classification of Brain tumors using Texture features and Probabilistic Neural Network.International Journal of Computer Science Engineering and Information Technology Research,3(1):61-66.
Sonali Patil, V Udupi & Deepti Patole.(2013).A Robust system for Segmentation of primary Liver Tumor in CT images.International Journal of Computer Applications (IJCA),75(13):7-10.http://doi.org/10.5120/13169-0708
Sonali Patil, V Udupi & Poonam Bhogle.(2013).Implementation of Breast Tumor Demarcation in Digital Mammograms using Local Thresholding and Mathematical Morphology.International Journal of Computer Applications (IJCA),66(24):17-22.http://doi.org/10.5120/11264-6408
Poonam Bhogle & Sonali Patil.(2012).Oil Spill Detection in SAR Images Using Texture Entropy Algorithm and Mahalanobis Classifier.International Journal of Engineering Science and Technology,4(12):4823-4826.
Sonali Patil & V Udupi.(2012).Preprocessing to be considered for MRI and CT images containing tumors.International Organization of Scientific Reasearch-Journal of Electrical and Electronics Engineering,1(4):54-57.
Sujata Pathak & Sonali Patil.(0).Enhancing Solar Panel Fault Detection: An Efficient Multidomain Feature Analysis Model with Entropy-Guided Saliency Map Segmentation.International Journal of Intelligent Engineering & Systems,17(4):328-339.https://doi.org/10.22266/ijies2024.0831.25

Proceedings

Sonali Patil.A review on role of electric vehicle in reducing carbon footprint: A case study of Maharashtra.International Conference on Climate Change (ICCC2025),Chandrapur Forest Academy, Chandrapur, Maharashtra,January16-18,2025.
Dipti Pawade & Sonali Patil.Environmental and Socio-Economic Impacts of Coal Mining in India: A Comprehensive Analysi.First International Conference on Emerging technologies and Computing Innovations (ICETCI 2025),Nashik,February22-23,2025.
Aatmaj Mhatre & Advait Nagvekar, Bhakti Palkar, Bharati Khedkar, Dinesh Chawde, Sonali Patil & Advait Nagvekar.Visual Vibration Analysis for High Amplitude Movements using Pixel Matching”, Advances in Thermal System, Materials and Design Engineering.Second International Conference-2024 (ATSMDE 2024),VJTI, Mumbai,December27-28,2024.
Abhishek Parmar, Sagar Gada, Sonali Patil, Sujata Pathak, Trunesh Loke & Yash Jain.Secure E-Voting System using Blockchain technology and authentication via Face recognition and Mobile OTP.12th International Conference on Computing Communication and Networking Technologies (ICCCNT),Kharagpur, India,July06-08,2021.
Pratik Dubal, Sankirtan Bhatt & Sonali Patil.Skin Cancer Detection and Classification.2017 6th International Conference on Electrical Engineering and Informatics (ICEEI),Langkawi, Malaysia,November25-27,2017.
Sonali Patil, V Udupi & Poonam Bhogle.An Efficient CAD System for Detection and Classification of Tumors in Mammographic Images using Variety Features and Probabilistic Neural Network.Confluence 2013: The Next Generation Information Technology Summit,Amity University, Noida,September26-27,2013.
Sonali Patil & V Udupi.Segmentation of Preprocessed MR and CT Images Containing Tumors using Edge Detection and Watershed Segmentation.3rd International IT Summit Confluence 2012 - The Next Generation Information Technology Summit,Amity University, Noida,September27-28,2012.

Books

No Information Available

Book chapters

Stuti Ahuja & Sonali Patil.(2024).Leveled Approach of Context Setting in Semantic Understanding of Remote Sensing ImagesLecture Notes in Electrical Engineering.599–611,
Dipti Pawade, Sarika Dharangaonkar & Sonali Patil.(2024).Rose Plant Disease Detection Using Machine LearningSmart Innovation, Systems and Technologies.469-480,
Sujata Pathak & Sonali Patil.(2022).Analysis and Evaluation of Pre-processing Techniques for Fault Detection in Thermal Images of Solar PanelsLecture notes in Electrical Engineering.673-690,
Stuti Ahuja & Sonali Patil.(2021).Geospatial Object Detection for Scene Understanding Using Remote Sensing ImagesLecture Notes in Networks and Systems.118-127,
Kartik Desai, Sonali Patil & Sujata Pathak.(2021).Applied Intelligence for Mental Health Detection: ManoVaidya – A Mental Health TherapistHandbook of Research on Applied Intelligence for Health and Clinical Informatics.80-91,
Vivek Tirodkar & Sonali Patil.(2020).Proposed Infrastructure for Census Enumeration and Internet Voting Application in Digital India with Multichain BlockchainAdvanced Computing Technologies and Applications.223-235,
Fatema Kathawala, Ami Shah, Jugal Shah, Shranik Vora & Sonali Patil.(2020).Brain Tumor Detection and ClassificationAdvances in Computing and Intelligent Systems.547-556,
Saraswati Maddala & Sonali Patil.(2019).Agentless Automation Model for Post Exploitation Penetration TestingIntelligent Computing, Information and Control Systems.529-539,

IPR

  • Title : A SUTURE DEVICE
  • Application No : 459434
  • Inventors : Abhijeet Karmarkar, Jyoti Joglekar, Priyanka Patil, Rajesh Pansare, Ramesh Lekurwale, Shilpa Bhambure, Sonali Patil, Sudha Gupta & Sujata Pathak
  • Status : Complete Specification
  • Title : SALIENCY MAP GUIDED MULTIDOMAIN ANALYSIS MODEL FOR IMPROVED SOLAR PANEL FAULT DETECTION AND CLASSIFICATION
  • Application No : SW-17711/2023
  • Author : Sonali Patil & Sujata Pathak
  • Status : Complete Specification
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