Faculty Cover
Dr. Randeep Singh
18+ years
Teaching Experience
18+ Years
Total Experience
Ph.D.
Highest Qualification
18+
Published Works

About & Biography

My name is Dr. Randeep Singh, and I currently serve as an Associate Professor in the Department of Computer Science and Engineering at SRM Institute of Science and Technology, Delhi-NCR Campus, Ghaziabad, Uttar Pradesh. I hold an M.Tech. from Kurukshetra University and a Ph.D. from Maharishi Markandeshwar (Deemed to be University), Mullana, and I am currently pursuing a Postdoctoral Fellowship (PDF) from Lincoln University College, Malaysia. With more than 18 years of experience in academia, I have published 80 research papers, hold 15 patents, authored two books, and successfully supervised eight Ph.D. scholars. My current research interests include Software Engineering, Internet of Things (IoT), and Data Science, with a focus on innovative, practical, and industry-relevant solutions to real-world problems. My teaching philosophy is student-centric, outcome-based, and experiential, emphasizing conceptual clarity, critical thinking, problem-solving, practical applications, research orientation, and lifelong learning. I believe in creating an engaging and supportive learning environment that bridges the gap between theoretical knowledge and real-world applications. I am committed to giving 100% of my effort and abilities to the organization, continuously learning new skills from my seniors and colleagues, and contributing to the academic excellence, research growth, innovation, and overall development of the organization.

Education & Qualifications

Doctorate2021
Ph.D.
Computer Science and Engineering
Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala
Masters2009
M.Tech
Software Engineering
Kurukshetra University, Kurukshetra
Masters2007
MCA
Computer Science
Maharshi Dayanand University. Rohtak
Bachelors2004
B.Sc.
Non-Medical
Maharshi Dayanand University. Rohtak

Research Specialization & Focus Areas

  • Machine Learning
  • Internet of Things (IoT)
  • Software Engineering
  • Data Science

Scholarly Publications

18 publications
2026
01

Investigation of User Perception of Software Features for Software Architecture Recovery in Object Oriented Software

International Journal of Information Systems and Change Managementpeer-reviewed, Scopus/SCI

02

Severity assessment of code smells using multi-criteria approach

International Journal of System of Systems Engineeringpeer-reviewed, Scopus/SCI

2025
03

Improving Software Modularity Using Many- Objective NSGA-III Algorithm by Utilizing Many Quality Parameters

International Journal of Information Systems and Change Managementpeer-reviewed, Scopus/SCI

2024
04

Improving Code Smell Detection by Reducing Dimensionality Using Ensemble Feature Selection and Machine Learning

SN Computer Sciencepeer-reviewed, Scopus/SCI

05

Code Smells and Refactoring: A Tertiary Systematic Literature Review

International Journal of System of Systems Engineeringpeer-reviewed, Scopus/SCI

2022
06

Analysis of network slicing for management of 5G networks using machine learning techniques

Wireless Communications and Mobile Computingpeer-reviewed, Scopus/SCI

Honors, Awards & Recognitions

  • Best Academician Award 2022

    2022

    Scientific International Publishing House

  • Research Excellence Award 2022

    2022

    Institute of Researchers – InRes