Rinki Singh

Rinki Singh is currently serving as the Head of Department and Associate Professor in the Department of Computer Science and Engineering at Satyug Darshan Institute of Engineering & Technology, Faridabad. With over 22 years of academic and research experience, she has worked with several reputed institutions across India. Dr. Singh has guided numerous undergraduate and postgraduate students in their academic and research pursuits. Her core areas of interest include Compiler Design, Machine Learning, and Deep Learning. She has published a number of research papers in reputed SCI, Scopus-indexed, and international journals. An enthusiastic lifelong learner, she has successfully completed several MOOC courses, including multiple NPTEL certifications, and has been a topper in many of these. Her passion for teaching, research, and continuous learning has significantly contributed to the academic excellence and innovation in her department.

Publications

Using Edge Intelligence: A Guide to Developing Data-Driven Edge Systems for Successful Business Operations
Rinki Singh, Tarun Kumar, Minakshi. © 2026. 26 pages.
The rapidly growing amount of data produced by Internet of Things (IoT) devices, gadgets, and handheld tools has made edge computing an essential resource. This chapter explores...
The Edge Revolution Transitioning From Cloud-First to Edge-First Methodologies
Rinki Singh. © 2026. 28 pages.
The framework of distributed edge computing is the core of the replacement of centralized cloud computing infrastructure regarding the digital transformation. This chapter...
Least Significant Bit-Based Image Watermarking Mechanism: A Review
Ranjeet Kumar Singh, Anand Prakash Dube, Rinki Singh. © 2022. 9 pages.
Now days, digital data security over network is a big issue. Digital data security and authentication is a big and challenge able research area in the field of computer science....