Faculty Profile

About

I am Megha J, currently working as an Assistant Professor in the Department of Computer Science and Engineering. I completed my Bachelor’s degree in Computer Science and Engineering from VTU University, followed by an MTech in Computer Network Engineering from the same University. Presently, I am pursuing my PhD part-time at VTU University. I have accumulated 10 years of dedicated teaching experience, during which I have developed a deep understanding of instructional methods, student engagement, and curriculum development. I have worked as a network engineer at Kirloskar Electric Company, where I gained hands-on experience in managing and maintaining network infrastructure. I have been trained by Infosys in the InfyTQ Python programming course, where I achieved an A+ grade.

Education

• MASTER OF TECHNOLOGY - COMPUTER NETWORK & ENGINEERING
  Visvesvaraya Technological University
  Passed Year: 2014 | Program Type: FullTime
• BACHELOR OF ENGINEERING - COMPUTER SCIENCE & ENGINEERING
  Visvesvaraya Technological University
  Passed Year: 2012 | Program Type: FullTime

Selected Publications

• Patents | Published On : 01-07-2024
  MEGHA J
  Machine Learning-Based Anomaly Detection Device UK Design patent (Design no:6370407)
• Patents | Published On : 22-06-2024
  MEGHA J
  Method and System for Training and Deploying Machine Learning Models(Patent No.202441044114)
• Patents | Published On : 07-06-2024
  MEGHA J
  Device for facial recognition using computer vision government of India design patent(Design no:419268-001)
• Journal | Published On : 22-02-2024
  Vishruth B. Gowda, M.T. Gopalakrishna, J. Megha, Shilpa Mohankumar
  Foreground segmentation network using transposed convolutional neural networks and up sampling for multiscale feature encoding, Neural Networks Volume 170, 2024,Pages 167-175,ISSN 0893-6080,https://doi.org/10.1016/j.neunet.2023.11.015.
  Weblink
• Patents | Published On : 18-02-2024
  MEGHA J
  Calibration of Low-Cost Internet of Things Sensors in Environmental Monitoring Networks via Application of Machine Learning Techniques(Patent No.202441005407)
• Book Chapter or Books | Published On : 09-01-2024
  Dr. Vishruth B. Gowda, Dr. M.T. Gopalakrishna, J. Megha, Manjula L
  Machine Learning in Data Analysis (ISBN 978-6132-401-7), published by Scientific International Publishing House.
  Weblink
• Conference | Published On : 10-10-2023
  T.R. Vinay, E.G. Satish and J. Megha
  Design and Programming for Multicore machines: An Empirical study on time and effort required by programmer, Issue ITM Web Conf. Volume 57, 2023Fifth International Conference on Advances in Electrical and Computer Technologies 2023 (ICAECT 2023),Article Number :01016,Number of page(s): 10,Section:Software Engineering & Information Technology ,DOI:https://doi.org/10.1051/itmconf/20235701016, 10 November 2023
  Weblink
• Journal | Published On : 08-04-2023
  Gowda, V.B., Thimmaiah, G.M., Jaishankar, M., Lokkondra, C.Y.
  Background-foreground segmentation using Multi-scale Attention Net (MA-Net): A deep learning approach. Revue d'Intelligence Artificielle, Vol. 37, No. 3, pp. 557-565. https://doi.org/10.18280/ria.370304
  Weblink
• Journal | Published On : 27-01-2023
  Gowda, V. B., Gopalakrishna, M. T., Megha, J., & Mohankumar, S.
  Background initialization in video data using singular value decomposition and robust principal component analysis. International Journal of Computers and Applications, 45(9), 600–609.
  Weblink
• Patents | Published On : 28-09-2022
  MEGHA J
  Artificial Intelligence-Based Method and Process of Collecting Financial Transaction Data(Patent No.202211055680)
• Patents | Published On : 18-03-2021
  MEGHA J
  Artificial Intelligence-Based Prediction of Kidney Injury Due to Drug
• Conference | Published On : 11-05-2019
  Mrs. Mamatha R, Mrs. Gargi N , Mrs. Megha J
  IoT Based Smart Vehicle and Accident Prevention System International Conference on Recent Innovations in Science, Engineering & Management (RISEM-2019) held on 10th - 11th May 2019 at R. R. INSTITUTE OF TECHNOLOGY,
  Weblink
• Journal | Published On : 09-05-2019
  Archana N,MEGHA J
  A Novel Protocol for Two-Tiered Sensor Networks for Preserving Privacy and Integrity ,IJCSMC, Vol. 8, Issue. 5, May 2019, pg.203 – 207
  Weblink
• Conference | Published On : 04-05-2019
  M.T. Gopalakrishna, J. Megha, Vishruth B. Gowda
  A review on an efficient disease prediction system to predict the heart disease with better accuracy utilizing different data mining classification techniques and domain knowledge of experts in the field at the lowest cost International Conference on Latest Advancements & Future Trends In Engineering, Science & Management held on 03rd-04th May 2019 at Sambhram Institute of Technology
  Weblink
• Journal | Published On : 11-04-2018
  Megha J , Shwetha R , Umamaheshwari M R
  SKMS: School Kids Monitoring System,IJCSMC, Vol. 7, Issue. 4, April 2018, pg.148 – 152
  Weblink
• Journal | Published On : 16-07-2014
  Sudarsanan, D., Megha, J.
  HASH Mechanism to Secure the AODV Protocol in MANETs. International journal of Emerging Trends in Science and Technology, 1(5), 579-584.
  Weblink
• Journal | Published On : 11-09-2013
  Sudarsanan, D., Megha, J.
  A Study on Wireless Mesh Network with Hierarchical Cluster,Globa Institute of Research and Education
  Weblink

Other Information

In addition to teaching, I have authored a textbook titled Machine Learning in Data Analysis and published multiple patents on cutting-edge technologies. I aim to inspire students by integrating real-world applications with theoretical concepts, fostering innovation and critical thinking.

Guest lecture
one-day guest lecture for the BGS KARMA AICTE Scheme Training Program on August 17, 2022.
two-day guest lecture on machine learning and natural language processing (NLP) in August 5th and 6th 2024 at Ramaiah Diploma College.

COURSE ERA CERTIFICATIONS
1. Introduction to Machine Learning DUKE UNIVERSITY APRIL 17 2021
2. Responsive Website Basics: Code with HTML, CSS, and JavaScript UNIVERSITY OF LONDON August 3, 2020
3. Programming For Everybody (Getting Started With Python)
4. Programming Fundamentals .
5. Create A Virtual Class Room Using Google Slides
6. The Bits And Bytes Of Computer Networking
7. Network Security And Database Vulenrabilites