Dr. Ambily Merlin Kuruvilla

Designation: Assistant Professor & Head of PG Department of Computer Applications and Artificial Intelligence.

Qualification: MCA,M.Phil., Ph.D.

Email-hodca.ai@saintgits.org

EDUCATIONAL QUALIFICATION 

Ph.D in Computer Science, Karpagam Academy of Higher Education, Coimbatore.

M.Phil, Vinayaka Mission University, Salem.

MCA, Bharathiar University Coimbatore.

B.Sc. Physics, MG University.

WORK EXPERIENCE (RESEARCH /TEACHING)

  • Assistant Professor, PG Department of Computer Applications and Artificial Intelligence, Saintgits College of Applied Sciences from January 2007- to date. 
  • Lecturer, Mangalam College of Engineering(2006-2007).
  • Lecturer, Holy Cross College of Management and Technology, Idukki(2005-2006).

  AREA OF INTEREST (RESEARCH /TEACHING)

  • Machine Learning, and Deep Learning.

  BOOK/ CHAPTERS PUBLISHED

  • Visual Basic 6.0.
  • Introduction to Computers.

JOURNAL / CONFERENCE PUBLICATION

  • “Improved Artificial Neural Network through Metaheuristic Methods and Rough set Theory for Modern Medical Diagnosis”, Indian Journal of Computer Science and Engineering.
  • “Hyperparameter Optimization in Stacked Deep Neural Network for Medical Diagnosis”, International Journal of Advanced Research Trends in Engineering and Technology.
  • “Enhancing stacked deep neural network with multi-objective optimization using chaotic grasshopper algorithm”, Design Engineering.
  • “A Review and Analysis on Data Mining Algorithms to Predict Diabetes”, Journal of Information and Computational Science.
  • “A Computational Model for Online Customer Buying Behavior during Covid 19 Pandemic Using Machine Learning Algorithms”, Compliance Engineering Journal.
  • “A Study on the Effectiveness of Online Learning During Covid 19 Pandemic”, Compliance Engineering Journal.
  • “Application of Artificial intelligence in the educational scenario: Computer Assisted Instructions (CAI)-a tool for improving teaching-learning process”, International Journal of Science & Engineering Development Research.
  • “Hyperparameter Optimization in Stacked Deep Neural Network for Medical Diagnosis”, International Journal of Advanced Research Trends in Engineering and Technology.
  • Heart Disease Prediction System using Correlation Based Feature Selection with Multilayer Perceptron Approach, IOP Material Science and Engineering.
  • “Predicting Diabetes Mellitus using Feature Selection and Classification Techniques in Machine Learning Algorithms”, Karpagam JCS, Vol 13, 2019.
  • “Big Data in Cloud Computing Environment”, International Journal of recent trends in Multidisciplinary research, May -June 2022, Vol2.

PAPERS PRESENTED IN NATIONAL / INTERNATIONAL CONFERENCES

  • Presented and published a paper, entitled “Heart Disease Prediction System using Correlation Based Feature Selection with Multilayer Perceptron Approach”, in the AICTE Sponsored Annual International Conference on Emerging Research areas (AICERA 2020), Conducted by Amal Jyothi College of Engineering, Kanjirappally, Kottayam, Kerala.
  • Presented and published a paper “Hyperparameter Optimization in Stacked Deep Neural Network for Medical Diagnosis”, International Conference, Kristujyoti College, Kottayam, Kerala.
  • Presented and published a paper“Big Data in Cloud Computing Environment”, IVCCE2022, PSN College of Engineering and Technology, Tirunelveli.
  • Presented a paper, entitled “Presented and published a paper, entitled “securityof website” in the National Conference on “Recent Trends and Advances in the Field of Information and Technology (NCIT’19)”, conducted by Karpagam Academy of Higher Education on 27th September 2019.
  • Presented and published a paper, entitled “Computer-Assisted Instructions (CAI)-a tool for improving teaching-learning process”, A New Approach in the field of Education” in the UGC Sponsored National Seminar on “Computer Assisted Instructions”, conducted by Bharata Mata College on 4th– 6th December 2017.
  • Presented and published a paper, entitled “security of website” in the UGC Sponsored National Seminar on “Cyber Criminology”, conducted by Baselios Paulose II Catholicos College, Piravom on 3rd -4th March 2011.
  • Presented a paper, entitled “Big Data in Cloud Computing Environment”, International Virtual conference on Computational Engineering organized by PSN College of Engineering and Technology, Tirunelveli, Tamilnadu.