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

Computer Engineering Faculty

vijay.j@xavier.ac.in
+919322604965

Vijay Jumb

Assistant Professor

Academic Background

ME (Computer Engineering) Vidyalankar Institute of Technology, 2014, Image Segmentation using Otsu’s thresholding and K-means Clustering

BE(Computer Engineering) Watumull Institute of Electronics Engineering and Computer Technology, 2010, Image Steganography 

Work Experience

Assistant Professor - Computer Engineering Department (since 2015)

Lecturer - Computer Engineering Department (2012-2015)

 


 

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

  • Swarali Gaonkar, Vailantina Fernandes, Vijay Jumb, "Misreport Detection", HBRP PUBLICATION, Recent Trends in Computer Graphics and Multimedia Technology, Volume 3 Issue 1, 1 - 8, May 2021.

  • Vijay Jumb, Shriya Ambaskar, Toral Divecha, Tejal Khule, Abitta Francis, "Indoor Navigation and Hand Held Product Recognition for Blind People Assistance", Journal of Applied Science and Computations, Volume VI, Issue IV, ISSN NO: 1076-5131, 1537-1542, April 2019.

  • Reuben Ron Macedo, Pradnya Gaware, Brian Britto, Vijay Jumb, "Smart MSEB Fault Detection and Analysis", International Research Journal of Engineering and Technology (IRJET), Volume: 07, Issue: 06, e-ISSN: 2395-0056, p-ISSN: 2395-0072, 4943-4946, June 2020.

  • Yash Anand, Sarang Deodhar, Clayton Mathias, Shailesh Maurya, Vijay Jumb, "Music Genre Classification", International Journal of Research and Analytical Reviews (IJRAR), Volume 10, Issue 1, 199 - 201, February 2023.

  • Rutvik Joshi, Ayaan Shaikh, Chhaya Yadav, Aman Tiwari, Vijay Jumb, "Kidney Stone Detection", International Journal of Research and Analytical Reviews (IJRAR), Volume 10, Issue 2, 357 - 360, April 2023.

  • Harish Sapte, Sneha Pallati, Prathamesh Pandit, Anurag Joshi, Vijay Jumb, "Uncertain Big Data Strategical Miner", International Journal of Computer Sciences and Engineering (IJCSE), Volume-5, Issue-6, 237-243, June 2017.

  • Vijay Jumb, Jason Martin, Phyllis Figer, Aniket Rebello, "Mobile Voting Using Finger Print Authentication", International Journal of Engineering and Advanced Technology (IJEAT), Volume-4 Issue-4, 141-146, April 2015.

  • Vijay Jumb, Mandar Sohani, Avinash Shrivas, "Color Image Segmentation Using K-Means Clustering and Otsu’s Adaptive Thresholding", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume-3, Issue-9, 72-76, Feb 2014.

  • Vijay Jumb ,Swarali Gaonkar, Vailantina Fernandes, "Misinformation Detection", International Journal for Research in Applied Science & Engineering Technology (IJRASET), Volume 8 Issue XII, 17 - 23, December 2020.

  • Brandon Gowray, Albert Keerimolel, Vijay Jumb, Sharifa Galsulkar, "Traffic Sign Detection and Recognition", International Research Journal of Engineering and Technology (IRJET), Volume: 08 Issue: 05, 2868 - 2871, May 2021.

  • Vijay Jumb, Ricky Matthews, Charles Nalka, Hasan Hussian, "Morse Code Detection Using Eye Blinks", Journal of Emerging Technologies and Innovative Research (JETIR), Volume 8, Issue 5, b499 - b503, May 2021.

  • Vijay Jumb, Michael Pinto, Vinstan Lewis, Hansie George, Soham Ghosh, "Intelligent Parking System", International Journal of information and Computing Science, Volume 6, Issue 4, ISSN NO: 0972-1347, 178-183, April 2019.

  • Vijay Jumb, Gauri Gupta, Elton Aloysius, Sahil Kamat, Nachiket Wakankar, "Smart City Traveller", International Journal of Information and Computing Science, Volume 6, Issue 4, ISSN NO: 0972-1347, 212-215, April 2019.

  • Vijay Jumb, Saikumar Kandakatla, Shantanu Sawant, Chandan Soni, "Retail Chain Sales Analysis and Forecasting", International Research Journal of Engineering and Technology (IRJET), Volume: 07 Issue: 03, e-ISSN: 2395-0056, p-ISSN: 2395-0072, 3607-3612, Mar 2020.

  • Vijay Jumb, Chinmay Patil, Manish Yadav, Rutuja Tarale, "Classification of Diabetes and Meal Recommendation", International Research Journal of Engineering and Technology (IRJET), Volume: 07 Issue: 04, e-ISSN: 2395-0056, p-ISSN: 2395-0072, 2365-2369, Apr 2020.

  • Aryan Thakur, Sharon Mary Thomas, Kshitij Tapre, Vijay Jumb, "Virtual Contact Discovery using Facial Recognition", International Research Journal of Engineering and Technology (IRJET), Volume 9, Issue 7, e-ISSN: 2395-0056, p-ISSN: 2395-0072, 633-636, July 2022.

  • Vishal Mamluskar, Asad Shaikh, Pranav Mane, Vijay Jumb, "Enhanced Hate Speech Detection Using Various Machine Learning Models and Performance Comparison", 6th IEEE International Conference on Advances in Science and Technology (ICAST-2023) Organized by K. J. Somaiya Institute of Technology, Sion, Mumbai - 22 in association with University of Mumbai and technically co-sponsored by IEEE Bombay Section, , , on 8th and 9th of December, 2023.

UG Level

Database Management System, Data Warehouse & Mining, Big Data Analytics, Web Design, Digital Logic Design & Analysis, Data Structure, Discrete Structure, Analysis Of Algorithm, Computer Graphics

Workshop / Seminar / STTP Attended

  • NPTEL-AICTE 8 Weeks Online Faculty Development Programme on "Big Data Computing" organized by IIT Patna from 19th Aug - 11th Oct, 2024 .
  • successfully completed the two day online faculty development programme on ‘Big Data Analytics: Basics to Advanced’ organized by the Electronics & Computer Science Department, Fr. Conceicao Rodrigues College of Engineering, Mumbai from 20th Jul - 21st Jul, 2023 .
  • 10-day Online Faculty Development Programme on "TRANSFER LEARNING AND ITS APPLICATIONS" organized by E&ICT Academy, NIT Warangal and Xavier Institute of Engineering, Mumbai, Sponsored by Ministry of Electronics and Information Technology (Meity) GoI from 03rd Jul - 12th Jul, 2023 .
  • one-week Faculty Development Program on "Mathematical Modeling & Statistical Techniques for AIML and Data Science" organized by Department of Information Technology and Electronics & Telecommunication Engineering of K. J. Somaiya Institute of Technology, Mumbai approved by Indian Society for Technical Education (ISTE), Institution of Engineering & Technology from 19th Dec - 24th Dec, 2022 KJ Somaiya Institute of Technology, Sion, Mumbai - 400022..
  • AICTE Recognized Faculty Development Programme on MATLAB - Artificial Intelligence and Optimisation Techniques organized by Electrical Engineering Department, NITTTR, Chandigarh from 21st Nov - 25th Nov, 2022 .
  • One week Faculty Development Program On "Amazon Web Services" organized by Departments of CSE & IT of ANDHRA LOYOLA INSTITUTE OF ENGINEERING & TECHNOLOGY in collaboration with BRAINOVISION SOLUTIONS INDIA PVT.LTD & ALL INDIA COUNCIL FOR TECHNICAL EDUCATION - AICTE from 22nd Aug - 27th Aug, 2022 .
  • One Week Faculty Development Program on "Machine Learning - Basics to Advanced '' Sponsored by IEEE Bombay Section organized by St. Francis Institute of Technology Jointly with Xavier Institute of Engineering & St. John College of Engineering and Management from 01st Jul - 07th Jul, 2022 St. Francis Institute of Technology, Borivali, Mumbai.
  • 5-day online FDP on the theme “Inculcating Universal Human Values in Technical Education” organized by All India Council for Technical Education (AICTE) from 15th Nov - 19th Nov, 2021 .
  • NPTEL-AICTE 12 Weeks Online Faculty Development Programme on "Deep Learning" organized by IIT Ropar from 26th Jul - 20th Oct, 2021 .
  • AICTE Training And Learning (ATAL) Academy Online Advanced FDP on " Introductory Data Science and Deep Learning" organized by International Institute of Information Technology - Naya Raipur. from 16th Sep - 20th Sep, 2021 .
  • Two Days Educational Summit on Outcome-Based Education (OBE)and National Assessment and Accreditation Council (NAAC) organized by Mastersoft India in association with IQAC, Maharashtra Institute of Technology, Aurangabad from 14th May - 15th May, 2021 .
  • AICTE Sponsored one-week online STTP on BLOCKCHAIN & IT’S APPLICATIONS (Phase – I), under the guidance of VESIT IQAC & VESIT IIC organized by Department of Information Technology in association with Departments of Computer Engineering & Master of Computer Applications from 29th Mar - 03rd Apr, 2021 Vivekanand Education Society's Institute of Technology.
  • AICTE Training And Learning (ATAL) Academy Online FDP on "Neural Network and Deep Learning" organized by Guru Gobind Singh Indraprastha University from 23rd Nov - 27th Nov, 2020 .
  • Faculty Orientation Program on Mini Project-IA (CSM301) of S.E.(Sem-III) (Computer Engineering) organized by Lokmanya Tilak College of Engineering, on behalf of University of Mumbai on 16th Jul, 2020 .
  • Faculty Orientation Programme on Data Structures and Data Structures Lab organized by Department of Computer Engineering of Pillai College of Engineering, New Panvel on behalf of University of Mumbai on 14th Jul, 2020 .
  • Six-Day Online Faculty Development Program on “Introduction to LATEX” organized by Department of Electronics and Telecommunication Engineering, Xavier Institute of Engineering, Mahim, Mumbai-400016 from 15th Jun - 20th Jun, 2020 .
  • one week online Faculty Development Program on “DATA SCIENCE” organized by Department of Information Technology, Fr. Conceicao Rodrigues College of Engineering, Mumbai from 26th May - 30th May, 2020 .
  • One week Faculty Development Programming on PHP & MySQL organized by Department of Computer Science and Engineering, JNTUH College of Engineering, Jagtial in association with Spoken Tutorial IIT-Bombay from 18th May - 23rd May, 2020 .
  • Webinar on “A Systematic Approach To Prepare Technical Paper” organized by Computer Engineering Department, S.B.M.Polytechnic, Mumbai on 23rd May, 2020 .
  • Artificial Intelligence and Machine Learning organized by Department of Computer Science & Engineering, CMR Technical campus, Hyderabad from 18th May - 22nd May, 2020 .
  • Webinar on “NAAC: Systematic Data Organization and Presentation" organized by IQAC, Vidyalankar Institute of Technology, Mumbai on 16th May, 2020 .
  • Webinar on “Machine Learning : its Applications in Engineering” organized by Department of Electrical Engineering,Maulana Mukhtar Ahmad Nadvi Technical Campus, Malegaon in collaboration with ARIN International, Pune on 12th May, 2020 .
  • Moodle Learning Management System organized by Sinhgad Institute of Technology, Lonavala, Pune, in association with Spoken-Tutorial Project, IIT Bombay from 01st May - 06th May, 2020 .
  • "R Programming" with hands on exposure organized by P.V.P.P. College of Engineering, Mumbai-22 in association with Spoken-Tutorial Project, IIT Bombay from 27th Apr - 02nd May, 2020 .
  • Data Science and Big Data Analytics organized by ICT Academy from 02nd Dec - 06th Dec, 2019 A. P. Shah Institute of Technology, Thane.
  • Big Data Hadoop organized by EDUXLABS and EXTC Department from 01st Jul - 05th Jul, 2019 Xavier Institute of Engineering, Mahim, Mumbai.
  • AICTE-ISTE approved STTP on "Web Technology - New Trends" organized by Shah & Anchor Kutchhi Engineering college from 02nd Jul - 07th Jul, 2018 Chembur, Mumbai.
  • Machine Learning organized by E & ICT Academy, National Institute of Technology, Warangal, at Department of Computer Science& Engineering from 12th Mar - 17th Mar, 2018 NIT Warangal, Telangana.
  • Big Data Analytics organized by Department of Information Technology in association with neebal Learning from 07th Dec - 11th Dec, 2015 Fr. Conceicao Rodrigues College of Engineering, Bandra, Mumbai.

Workshop / Seminar / STTP Conducted

  • STTP on Geospatial Big Data Analytics on 25th Jul - 29th Jul, 2022 organized by Department of Computer Engineering, Don Bosco Institute of Technology in association with IEEE-GRSS, Bombay.
  • Student Development Program on Data Structures and Algorithms using Python on 12th Jul - 23rd Jul, 2021 organized by EXTC Department, Xavier Institute of Engineering.
  • Introduction to LaTeX on 17th Jul - 21st Aug, 2020 organized by Computer Engineering Department, Xavier Institute of Engineering.
  • Data Structures and Algorithms using Python on 20th Jul - 11th Aug, 2020 organized by Electronics & Telecommunication Department, Xavier Institute of Engineering.
  • Python for Data Science on 14th May - 18th Jul, 2020 organized by Xavier Institute of Engineering & St. Xavier's College.

Big Data Analytics, Database Management System, Data Strutures, Analysis of Algorithm, Data Warehousing and Mining, Digital Logic Design and Analysis, Computer Graphics

Data Analytics, Machine Learning, Deep Learning, Data Mining, Image Processing

Prof. Vijay Jumb has successfully completed the NPTEL Online Certification course on Social Networks with a consolidated score of 51% conducted by Indian Institute of Technology Madras from Jan - Apr 2019. 

Prof. Vijay Jumb has successfully completed the NPTEL Online Certification course on Deep Learning  with a consolidated score of 65% conducted by Indian Institute of Technology Madras from Jul - Oct 2021. 

Prof. Vijay Jumb has successfully completed and secured the Grade Point 7/10 in Introduction to Machine Learning course conducted by Electrical Engineering Department of IIT Bombay during the semester January-June 2022. 

Prof. Vijay Jumb has successfully completed the NPTEL Online Certification course on Affective Computing with a consolidated score of 94% conducted by Indraprastha Institute of Information Technology, Delhi from Jan - Apr 2024. 

Prof. Vijay Jumb has successfully completed the NPTEL Online Certification course on Big Data Computing with a consolidated score of 90% conducted by Indian Institute of Technology, Kanpur from Aug - Oct 2024.