office@xavier.ac.in +91 7249371505 / 9920407274

Computer Engineering Faculty

sushama.k@xavier.ac.in
+919930071534

Dr. Sushama Khanvilkar

Associate Professor

Academic Background

  • Ph.D. (Computer Engineering), PAHER University, Udaipur, 2023.
  • M.E.(Computer Engineering), D.Y. Patil College of Engineering, Pune, 2006, "Quantum Database Utility".
  • B.E.(Computer Engineering), Commnis College of Engineering, Pune, 1996, "Fuzzy Logic Based Image Processing".

Work Experience

 26  years

Publications
Research
Overview/Area of Interest
Awards/Talks
Research Interest
Courses Taught
Continuing Education Programmes
Certifications

  • Sushama Khanvilkar, "Text Summarization: A Literature Review", International Journal of Research and Analytical Reviews (IJRAR), vol.6, issue 2, pp451-453, May 2019.

  • Sushama Khanvilkar, Chrisdesmond Pereira, Pawan Chaudhari, Akash Ate,, Akshay Serrao, "Sentiment Analysis using LSTM", Journal of Applied Science and Computations, Vol-6,Issue 4, , April 2019.

  • Sushama Khanvilkar, Vinay Billa, Saikirankumar Dasari, Saqib Naikawadi,, Akash Tiwari, "Logo Detection and Recognition from Scannned Documents", Journal of Appllied Science and Computations, Vol-6,Issue 4, , April 2019.

  • Sushama Khanvilkar, Keith Chettiar, Akshay Patil, Arpita Pradhan, "Wireless Intrusion Detection System", International Journal of Computer Science and Information Technologies (IJCSIT), Vol. 6, Issue 2, 1965-1968, 2015.

  • Sushama Dhumal, Dr. Prashant Sharma, "Survey on Nature-Inspired Optimization Algorithms for Text Summarization", International Journal of Creative Research Thoughts (IJCRT), Vol.9, Issue 3, pp. 1983-1988, March 2021.

  • Sushama Khanvilkar , Harshil Shah, Ashish Sharma, Saurabh Joshi, "Voice Cloning Using Convolutional Neural Network", International Journal of Information and Computing Science, ISSN No. 0972-1347, Volume 7, Issue 7, , July 2020.

  • Sushama Khanvilkar, Maithili Salankar, Ayesha Shetty, Vincia Marian, "Customer Behaviour Analysis on Ecommerce Websites", Advanced Innovations in Computer Programming Languages, HBRP Publication, Volume 2, Issue 3, pp. 1-7, December 2020.

  • Sulochana Devi, Chhaya Dhavale, Lalita Moharkar, Sushama Khanvilkar, "Impact of Online Education and Sentiment Analysis from Twitter Data using Topic Modeling Algorithms", International Journal of Applied Sciences and Smart Technologies, Volume 4, Issue 1, pp 21-34, 21-05-2022.

  • Sushama Khanvilkar, Maithili Salankar, Ayesha Shetty, Vincia Marian, "Analysis of Consumer Purchase on Ecommerce", Journal of Advance Research in Mobile Computing, Volume 3, Issue 1, pp 1-8, May 2021.

  • Sushama Khanvilkar, Neha Kesarkar, Oswny Lewis , Sagar Mehta, "HASTA MUDRA ABHIJÑ?NAM(Indian Sign Language)", Journal of Emerging Technologies and Innovative Research (JETIR), Volume 8, Issue 4, pp 1078-1083, April 2021.

  • Sushama Khanvilkar, Devika Vengurlekar, Bhakti Sharma, Lenora Silveira, "Assistant for Visually Impaired", Advancement in Image Processing and Pattern Recognition, Volume 4 Issue 1, pp. 1-6, April 2021.

  • Sushama Khanvilkar, Santosh Gupta, Hinal Rane, Calvin Galbaw, "Human Detection in Video Surveillance", International Journal of Applied Sciences & Smart Technologies, Volume 3, Issue 1, pp. 27-34, June 2021.

  • Sushama Khanvilkar, Chhaya Narvekar, "Application of Genetic Algorithm in Data Mining", MINEWARE-2011, National Conference on Data Warehousing & Data Mining, , , 7th-8th Jan 2011.

  • Sushama Dhumal, "QDU - A Powerful Database Management Tool for Quantum Computing", National Conference on Advanced Computing and Computer Networks, , , 9th-10th March 2007.

  • Sushama Dhumal, "IrFM : Future Personal E-Payment System", National Conference on Distributed Computing, IEEE Pune Subsection & Infosys, , , 1st & 2nd Sept 2006.

  • Ms. Sushama R. Dhumal, "Bit Torrent, Future of P2P File Sharing Protocol", National Conference on “Trends in Telecom Transmission : Copper to Fiber”, jointly organised by IEEE-Bombay Section, IETE-Mumbai Chapter & IEI Maharashtra State Center, , , 17th-18th March 2006.

  • Sushama Khanvilkar, Nikita Lemos, Saurabh Patil, "Novel Approach to video cryptography", 4th IEEE International Conference on ICCUBEA, , , August 2018.

  • Sushama Dhumal, "Database Utility Tool using .Net Database Support", ITECH-09, An International Conference, , , 4th-5th March 2009.

  • Sushama Khanvilkar, Dr. Lata Ragha, "A Novel Approach to Multi-document Summarization for Marathi Language", ICIRTE 2019, UGC Care Journal, , , December 2019.

  • Sushama Dhumal, Prashant Sharma, "Performance Assessment of Machine Learning Algorithms and Ensemble Techniques for Hand Gesture Recognition using Electromyographic Signals", InC4 IEEE conference, Volume1, , 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) DOI: 10.1109/InC457730.2023 21-22 April 2023.

  • Sushama Dhumal, Prashant Sharma, "EMG Pattern Recognition: A Systematic Review", Fourth International Conference on information Systems and Management Science(ISMS 2021)Jointly organized by the faculty of ICT, University of Malta, Malta & Department of Computer Science and Engineering, National Institute of Technology, Raipur, India, Information Systems and Management Science, 2023, Volume 521, pp 120–130, December 14-15, 2021.

  • Minor Research Grant of Rs. 25000/- procured from University of Mumbai for research project on 'Fundus Image Photography using IoT and Machine Learning', for duration of 1 year in the academic year 2019-20.

Awards

Awarded for exceptional contribution as a Primary Evaluator in "Toycathon 2021", by Ministry of Education Innovation Cell (18th Jan-7th Feb 2021 Online Evaluation).

Talks

  • "Image Enhancement with hands-on session using python" for the students of Information Technology Department at Xavier Institute of Engineering, Mumbai.
  • "Data Structures and Algorithms using Python" for the students of Electronics and Telecommunication Engineering Department at Xavier Institute of Engineering, Mumbai.

Patents

Published patent titled "Deep Learning Algorithms with Swarm Optimization for Hand Gesture Recognition using Electromyographic Signals", Application ID: 202321040148,  dated 04 Aug 2023.

UG Level

Theory of Computer Science, Data Structures, System Programming & Compiler Construction, Computer Graphics, Discrete Structures, Cryptography & System Security, Artificial Intelligence, Computer Architecture &Organization,  Database Management System, Operating Systems, Computer Network.

Workshop / Seminar / STTP Attended

  • 5-day online FDP on the theme “Inculcating Universal Human Values in Technical Education” organized by All India Council for Technical Education(AICTE) from 29th Nov - 03rd Dec, 2021 onilne.
  • ISTE approved Online Faculty Development Program (FDP) on “ Deep Learning & it organized by Department of Computer Engineering, Xavier Institute of Engineering, Mumbai from 05th Jul - 10th Jul, 2021 Online Google Meet.
  • Orientation Program of subject "Theoretical Computer Science" of Sem-V R2019 'C' Scheme organized by M.H.Saboo Siddik College of Engineering, on 06th Jul, 2021 Online.
  • Orientation programme for subject "Theoretical Computer Science" of Sem-V (Revv-2019) organized by Dept. of Computer Engineering, M.H. Saboo Siddik College of Engineering, Mumbai on 06th Jul, 2021 Online google meet.
  • Webinar on "A Complete Guide on Review Paper Publications for PhD Scholars" organized by Research Graduate Consulting Company on 20th Jun, 2021 online google meet.
  • First Conference on Deployable AI organized by Robert Bosch Center for Data Science & AI, IIT Madras from 16th Jun - 18th Jun, 2021 online platform.
  • Online programme titled ‘Higher Education Vision Retreat’ organized by IQAC, St. Xavier's College (Autonomous), Mumbai on 15th Jun, 2021 Online.
  • Webinar on "Default is Digital - Trends and Opportunities organized by BVICAM, New Delhi on 12th Jun, 2021 Webex Online.
  • Webinar on "Default is Digital - Trends and Opportunities" organized by Bharati Vidyapeeth's Institute of Computer Applications and Management, Mumbai on 12th Jun, 2021 online .
  • AICTE-ISTE approved Orinetation/Refresher Programme on "Research Methodology and Data Analysis" organized by JSPM's Rajarshi Shahu College of Engineering, Tathawade, Pune, Maharashtra from 14th Dec - 19th Dec, 2020 Online .
  • AICTE Training And Learning (ATAL) Academy Online FDP on "Internet of Things (IoT)" organized by Sri Sairam Engineering College, Chennai from 30th Nov - 04th Dec, 2020 Online Zoom platform.
  • Faculty Orientation Program on Mini Project-IA (CSM301) of S.E. (Sem-III) (Computer Engineering) organized by Lokmanya Tilak College of Engineering, Mumbai on 16th Jul, 2020 Google Meet.
  • Faculty Orientation Programme on Data Structures & Data Structures Lab organized by Pillai College of Engineering, New Panvel on 14th Jul, 2020 Google Meet.
  • five-day virtual FDP on NLP organized by School of Computing and Information Technology, Reva University, Bengluru from 30th Jun - 04th Jul, 2020 Online platform: MS Team.
  • Six-Day Online Faculty Development Program on “Introduction to LATEX” organized by Department of Electronics and Telecommunication Engineering, Xavier Institute of Engineering, Mumbai from 15th Jun - 20th Jun, 2020 Google Meet.
  • Webinar on “Beyond the Boundaries : Reinveenting Horizons” in session “Education 4.0” organized by SKIT, Jaipur on 16th May, 2020 Online WebEx.
  • National level FDP on "Introduction of Accreditation Mechanism& NBA Approach" organized by IQAC cell, Padm.V.B.Kolte College of Engg,Malkapur from 11th May - 15th May, 2020 Online Platform.
  • FDP on Advance Technologies in IT organized by VIT, Mumbai from 09th May - 12th May, 2020 Online Microsoft Team.
  • One Week Online FDP on Moodle Learning Management System organized by Sinhgad Institute of Technology, Lonavla, Pune in association with Spoken Tutorial- IITB from 01st May - 06th May, 2020 Online platform.
  • 3 days online FDP on Machine Learning and Artificial intelligence organized by Andhra Loyola Institute of Engineering & Technology, Vijaywada, A.P. from 04th May - 06th May, 2020 Online Microsoft Team Platform.
  • FDP on R Programming organized by RSCOE, Pune in association with Spoken Tutorial IITB from 23rd Apr - 28th Apr, 2020 Online.
  • Online workshop on ML & AI using Covid-19 Virus Data Analysis organized by Finland Labs in association with NSS-IIT Roorkee from 27th Apr - 28th Apr, 2020 Online GotoMeeting Platform.
  • One day Free workshop on Natural Language Processing organized by TechTrunk, Chandanagar on 19th Apr, 2020 Online Zoom Platform.
  • One day workshop on “Journeying with the Jesuit Tradition in the light of Universal Preferences” organized by St. Xavier's Institute of Education on 18th Dec, 2019 Vinayalaya, Andheri.
  • Two weeks AICTE sponsored FDP on “Internet on Things: Education Canvas” organized by SKIT Jaipur from 09th Nov - 20th Nov, 2019 .
  • “Python” Workshop, organised by the ICT at IITB organized by ICT at IITB on 22nd Jun, 2019 DJ Sanghvi College of Engineering, VileParle, Mumbai.
  • “Text Analytics” workshop organized by CDAC, Kharghar, Mumbai from 23rd May - 25th May, 2019 CDAC, Kharghar, Mumbai,.
  • AICTE sponsored STTP on “Machine Learning with hands-on using Python” organized by Department of Computer Engineering from 03rd Jan - 09th Jan, 2019 Xavier Institute of Engineering, Mahim, Mumbai.
  • AICTE sponsored STTP on “Deep Learning, Computer Vision and Signal Analysis” organized by Department of Electronics & Telecommunication from 08th Jan - 12th Jan, 2018 Xavier Institute of Engineering, Mahim, Mumbai.
  • AICTE sponsored STTP on “Open Source Technologies for Engineering Education” organized by Department of information Technology from 02nd Jan - 06th Jan, 2018 Don Bosco Institute of Technology, Mumbai.
  • FDP on “Agile Methodology” organized by Capgemini, Airoli, Mumbai from 21st Jun - 23rd Jun, 2017 Xavier Institute of Engineering, Mahim & Capgemini, Airoli.
  • STTP on Applied Machine Learning & Neural Networks” organized by Department of Computer Engineering & Information Technology from 28th Aug - 29th Aug, 2015 Xavier Institute of Engineering, Mahim, Mumbai.
  • Hands-on training on “Network Threats & Attacks” organized by Department of Computer Engineering from 06th Jul - 10th Jul, 2015 Xavier Institute of Engineering, Mahim, Mumbai.
  • Hands-on training on “Network Programming Laboratory” organized by Department of Computer Enigneering from 05th Jan - 06th Jan, 2015 Xavier Institute of Engineering, Mahim, Mumbai.
  • 15. Workshop on “Information Security & Cyber Forensics” 19th & 20th Jan 2013 organized by CyberCure Solutions from 19th Jan - 20th Jan, 2013 Xavier Institute of Engineering, Mahim, Mumbai.
  • “Artificial Intelligence – Human Computer Interaction” organized by Department of Computer Engineering from 14th Oct - 15th Oct, 2011 Mukesh Patel School of Technology Management and Engineering, Mumbai.
  • FDP on “Research Career Success and Survival Tips” organized by Department of Computer Engineering from 11th Mar - 12th Mar, 2011 Fr. Conceicao Rodrigues College of Engineering, Mumbai.

Workshop / Seminar / STTP Conducted

  • one week online value added course on “Image Processing Using OpenCV-Python” on 31st Aug - 04th Sep, 2021 organized by Department of Information Technology, Xavier Institute of Engineering, Mahim, Mumbai.
  • Two Week Online Student Development Program on “Data Structures and Algorithms Using Python” on 12th Jul - 23rd Jul, 2021 organized by Electronics and Telecommunication Engineering Department of Xavier Institute of Engineering, Mahim, Mumbai.
  • Introduction to Latex on 17th Jul - 14th Aug, 2020 organized by Computer Department.
  • Data Structure & Algorithm using Python on 20th Jul - 11th Aug, 2020 organized by Electronics & Telecommunication Department.

Medical Image Processing, Natural Language Processing, Automata Theory, Compiler Construction, Data Structures.

 Medical imaging, Text Processing, Optimization Algorithms, Deep Learning Algorithms.

  • Successfully completed the NPTEL Online Certification course "Python for Data Science" with a consolidated score 62% and ELITE grade (from 26th Jul - 26th Sep, 2021) .
  • Successfully completed and earned Badge for online course on Cognitive Class in “Python 101 for Data Science”.
  • Successfully completed online course on Cognitive Class in “Blockchain Essentials”.
  • Successfully completed online course on Cognitive Class in “Data Analysis with Python”.
  • Successfully completed online course on Cognitive Class in “Text Analytics 101”.