Progressive Computational Intelligence, Information Technology and Networking

1 Implementation of agile methodology using JIRA
Meeta Singh, Poonam Nandal, Deepa Bura and Srishty Jindal
2 CNN model to automate healthcare by providing accurate diagnosis of undetectable diseases
Anu Sayal, Janhvi Jha, Ashulekha Gupta, Veethika Gupta, Chaithra N. and
Anshu Bansal Gupta
3 Advancements in CNN-based Iris recognition: Enhancing biometric security and
authentication systems
Sushma, K., Pooja Mahajan, Azween Abdullah and Daniel, A.
4 Enhancing breast cancer screening with machine learning predictive models
Ajatray Swagat Bhuyan, Deepika Sharma and Komalpreet Saini
5 Data security enhancement in cloud computing using AES encryption
Harini V., Rajesh Gopal, Manazipet Pranitha, Matta Sainukesh and Ananthula Vivek Kumar
6 Deep learning network for bio-processed techniques in adaptive image recognition
Khushwant Singh, Hemant Sharma, Mohit Yadav, Sandeep Bhatia, Naveen Kumar and
Bharat Bhushan Naib
7 Prognosis of relocation disease in animals using aggregation method with optimization
techniques
Khushwant Singh, Bharat Bhushan Naib, Mohit Yadav, Sandeep Bhatia, R. K. Yadav and
Deepak Kumar Panda
8 Plant disorder recognition and classification with segmentation
Pimpalkar, Aarti P. and Arvind Jagtap
9 Optimizing machine learning-based smart residence security using face identification
Sonali Goyal, Amandeep Kaur, Neera Batra, Aashdeep Singh, Sakshi dhawan and
Er Fatehjeet Kaur
10 IoT-powered smart health care system
Sonali Goyal, Neera Batra, Amandeep Kaur, Aashdeep Singh, Er Fatehjeet Kaur and
Sakshi Dhawan
11 Developing a novel framework for a healthcare claims data generator to simulate fraudulent
and legitimate situations
Tejinder Kaur, Vivek Bhatnagar, Gulbir Singh and Gautam Kumar
12 A comprehensive study on emotional state of a person using contemporary deep learning
techniques
Mohanraj, G., Karthikeyan, D., Rajkumar, M., Nadesh, R. K. and Chidambaram
13 Bladder tissue classification in multi-domain endoscopic images using deep learning
Sathya, S. S., Mihir Singh Yadav, Kirtan Yogeshkumar Ghelani and Yash Mishra
14 Green computing solutions an overview
Tejinder Kaur, Gautam Kumar, Gulbir Singh and Vivek Bhatnagar
vi Contents
15 Integration Challenges and Opportunities in IoT Systems
Tejinder Kaur, Pradosh Kumar Gantayat, Uttam Kumar Jena and Madhusmita Majhi
16 Examination of machine learning algorithms for prostate cancer patients
Bhupesh Kumar Gupta, Bhavya Alankar, Harleen Kaur and Parul Agarwal
17 Reinforcement learning approach to predictive analytics
Baljinder Kaur, Brahmaleen K. Sidhu and Gurjit Singh Bhathal
18 NoteNest: Discover, share and access quality notes for every subjects
Tushar Kumar Singh, Anchal Singh, Pulkit Chaudhary, Pronika Chawla and Shobha Tyagi
19 PolyAuth: Multi-polynomial based authentication scheme for secure data sharing in
blockchain
Neha Mathur, Shweta Sinha, Rajesh Kumar Tyagi and Nishtha Jatana
20 Image processing for the identification and categorization of plant leaf disease
Shubham Kumar, Bharti and Rohin Raj Singh
21 Empirical data collection for software fault prediction using open-source Java projects
Inderpreet Kaur, Agamjot Bedi, Amrit Pal Singh and Vidhi Vig
22 Enhanced stock market forecasting using machine learning
Manikandan, N. K., C. Apparna and M. Gayathri
23 Personalized e-commerce based recommendation systems using machine learning techniques
Smriti Jaiswal and Shailendra Narayan Singh
24 Deep learning integrated solid waste management system: A South Asian perspective
Sadiqa Abbas, Anupama Chadha, Shagufta Jabin and Jyoti Chawla
25 Exploration of resource management in multitenant cloud architecture-review
Esha dhamija, Kamali Gupta and Deepali Gupta
26 Exploring the dimensions of generative AI
Parneet Kaur and Deepali Gupta
27 Scholar’s connect: A private academic communication application for universities
Rachit Goyal, Karan, Akash Jain, Namita Kathpal, Monika and Jyoti Verma
28 AI/ML in the agriculture industry: Focusing on plant diseases
Pratham Garg and Priyanka Gupta
29 Machine learning framework for cyber attack detection in internet of healthcare things
(IoHT): Applications, challenges, and future directions
Surbhi, Neeraj Dahiya and Nupa Ram Chouhan
30 Health Helix: Connecting you to better health
Avni Gupta, Vaibhav Puri, Raghav Kochhar, Raghav Iyer and Meeta Singh
31 Innovative machine learning technique to detect brain tumor: A comprehensive study
Amit Chhotaray, Sarita and Shivam Kumar
32 A machine learning model for digital media disinformation prognosis
Minaxi Arora and Dilbag Singh
33 Optimizing movie recommendations using a collaborative filtering approach
Gautam Kumar, Rashmi Agrawal, Mohit Kapasiya and Yashank Choudhary
Contents vii
34 Leveraging blockchain technology for enhancing security and avoiding counterfeit in
medical pharma chain management
Suhasini Monga, Somil Gambhir and Madhav Singh
35 Developing a music data warehouse for determining audience preferences
Neeraj Kumar, Govind Kushwah and Preetvanti Singh
36 Healthmate: Your campus healthcare companion
Dhruv Sharma, Aditi Negi, Swayam Jaiswal and Srishty Jindal
37 Analyzing the impact of unexpected climate changes: A machine learning method for
improved crop prediction
J. Jagannathan, Raghavan, R., Harsh Raj, Pranav Dutthan, K. S. and Tanushree Kaushik
38 Data mining applications used in medical healthcare
Harshita Chaurasiya and Anand Kumar Pandey
39 A comprehensive analysis of utilizing GNN for disease prediction
Rahul Vyas and Prashant Shukla
40 Design and analysis of health monitoring system using sensor networks for accuracy
enhancement
Heena Mehta and Mukesh Singla
41 Towards data-driven agriculture: Integrating machine learning techniques with soil
analysis for enhanced yield prediction and strategy formulation
Bhaskar Vijayrao Patil, Manjushri Abhishek Kadam, Sampada Santosh Gulavani,
Bhakti Pawar and Vidyullata Shekhar Jadhav
42 Estimation of obesity levels using hybrid machine learning and LSTM for healthcare
recommendations
C. Amuthadevi, Shaiq Ul Islam Bhat and Azzan Farooq
43 Security privacy challenges of big data over cloud: A review
Jolly Khurana
44 A quality of service-oriented cooperative drone-IoT network framework
Satnam Kaur, Nancy Arya, Sugandha Singh and Ashima Rani
45 Developing a cost-effective CRM for small business in India
Bhavishya Chawla, Jatin Arora and Mamta Dahiya
46 Recommendation system for identification of users
Yash Verma, Atul Kumar, Ayush Raj and Poonam Nandal
47 A comprehensive review of sign language recognition systems: Methods, challenges and
future directions
Srishti Sharma, Riya Narang, Saumya Singhal and Poonam Nandal
48 Mental task classification using deep learning
Jyoti and Abhishek Gulia
49 Investigating GPU-accelerated deep learning architectures for water level prediction models
Neeru Singh, Arun Kumar, Vrinda Sachdeva and Monika
50 Empowering careers: Using machine learning through talent crafters
Anmol Negi, Aayush, Kukreja Kartik, Shobha Tyagi, Aryan Nair, Akshay Kumar and
Kunal Mudgal
viii Contents
51 Chic cohesion: Dress suggestion and styling portal
Shruti Rawat, Muskan Gaur, Pronika Chawla, Shobha Tyagi, Bala Nithin Kumar Reddy
Boreddy and Yogeshwar Sharma
52 Optimizing customer churn prediction in digital banking through ensemble learning
approaches
Deepali Mayur Gala, Kirti Khanna, Bhakti Pawar, Parmeshwari, Savita and
Bhaskar Vijayrao Patil
53 The advent of generative AI for personalised learning
Vinayak Narayan Srivastava, Kirti Sharma, Himani Sahu, Purvesh Hattekar, Arpit Varyani
and Rosy Madaan
54 Predicting student performance via machine learning approaches: An organized review of
the literature
Ashwini Umesh Koyande and Syed Mufassir Yaseen
55 Enhancing everyday life through the smart mirror: Integration of IoT and AI
Savita Sindhu, Kashish Ghuliani, Sneha Mudgal, Sunami and Vishwajeet Singh
56 A hybrid approach for rainfall prediction: Leveraging prophet for seasonality and light
GBM for residuals
Deelip Patil and Kamal Alaskar
57 A novel algorithm for enhancing the efficiency of software-defined networking (SDN) and
its implementation in Python
Saroj Singh and Kamlesh Sharma
58 Satellite data and machine learning in agricultural land use: A comprehensive review of
LULC classification techniques
Nisha Sharma and Kawaljit Kaur
59 Crime-cast forecasting using transform learning for quantized parameters
K. Senthur Kumaran, Vetriselvi T., Jagadeesan S., Chandan S., Santhosh Kumar S. P. and
Gokul Anita Nandakumar
60 Child safety gadget with home security
Neethu P. S., Kavita Avinash Patil, T. Annalakshmi, R. Baby Chithra, Salna Joy and
Muddasu Shiny Joyce
61 Patient medical report analyser: A multi-stage workflow integrating image processing,
OCR, and language models for summarization
Nitish Ramaraj, Girish Murugan, Tejas Anil, Vetriselvi T. and Jagadeesan S.
62 Data analysis of female education in the age of COVID-19: A comprehensive review
Vignesh, U., Monica, K. M. and Gokul Ram, K.
63 Design and implementation of transition table for token recognizer with a given suffix
Utkarsh Raj, Ashwin Perti, Vibhanshu Rajauria, Sanjeev Kumar Punia and
Deepak Kumar Mishra
64 Blockchain bucks: Revolutionizing payments in digital age
Dakshata Seth, Tanishka Kathait, Naman Bansal and Deepa Bura
65 Building secure and efficient routing protocols for IoT in smart city environments
Sarika, Susheela Hooda and Vidhu Kiran Sharma
Contents ix
66 Understanding the customer’s evolving mindset for AI enabled private label products:
A study with AI, IS, gamification and behavioral economic framework
Nidhi Tandon, Amardeep Singh, Jayender Verma and Arun Vashista
67 Airlines data analysis through the lens of SQL and Python
Bharti, Nidhi Singh and Kartikey Singh Jarathiya
68 A comprehensive overview for designing and developing IOS-traveling mobile apps
Anshika Sharma, Rajat Upadhyay and Sanjeev Kumar Punia
69 Chat GPT: Growth and challenges in technical education
Manju Kundu, Sudesh Sangwan, Aparna Sharma and Ruchika Gupta
70 Comparative analysis of contrasting approaches to key-phrase extraction
Neha Batra, Tanish Tomar, Vishaka Malik and Yash Kumar
71 Leveraging association rule mining for effective query recommendations in search engines
Usha Yadav and Bhawna Kaushik
72 A machine learning based model to predict household power consumption
Manu, Raghavan, R., Thanga Mariappan, L. and J. Jagannathan
73 Intrusion detection systems for IoT based on machine learning
Amritpal Kaur, Rajesh Kumar Tyagi, Shweta Sinha and Prashant Vats
74 Enhanced methodology to software profiling and their success in mitigating performance
issues
Pooja Singh, Saoud Sarwar, Kaveri Umesh Kadam and Ihtiram Raza Khan
75 A survey on critical security needs in healthcare IoT
Susheela Hooda, Vidhu Kiran Sharma and Vandana Sachdeva
76 Adoption of wearable technology in the workplace: A study of employee perceptions and
behavioral intentions
Usha Yadav and Sheetal Soni
77 Forecasting PM2.5, NO2
in Gurugram region using machine learning model: Prophet
Rakhi Bhammarkar, Manish Kumar Lakhiwal and Mamta Dahiya
78 Comparative study of Sondh village through Geospatial data analytics using QGIS,
Tableau and GeoPandas
Aniket Kumar Rawat, Mamta Dahiya and Khushpal
79 Enhancing lexicon and machine learning techniques via multi-modal sentiment analysis
Rimpy and Amita Dhankhar
80 Three-level biometric digital voting system
Prashant Kumar, Ramesh Chandra Poonia and Manjula Shanbhog
81 House price prediction and recommendation system for Gurgaon
Anurag Singh, Ayush Kumar Srivastava and Mamta Dahiya
82 Optimizing long short-term memory models: The role of technical indicators in stock price
predictions across time horizons
Sangeeta, Shruti Mittal and Nagpal, C. K.
83 Plant disease detection using convolutional neural network framework
Monika Goyal and Gunjan Chandwani
x Contents
84 Sentiment analysis for pain detection using hyperparameter optimization on SVM
Arhina Ghosh and Neha Tyagi
85 Role of artificial intelligence in research
Manju Kundu and Kanchan Khatrej
86 Blockchain integration in UAV communication: A systematic review and analysis
Vinod Kumar, Amit Asthana and Gaurav Tripathi
87 Study on the use of OpenCV and GAN based framework for hand gesture-based
cartoonification
Khushi Gupta, Sidharth Pradhan, Tanishtha Chauhan, Atul Sangal and
Shailendra Narayan Singh
88 Hyperspectral target detection in wetlands: An AI/ML based anomaly detection approach
C. Shyamala Kumari, Jaya Soorya V., Satti Yugendra Reddy, GundaSaiSathvik Reddy and
Vijayaselvarani S.
89 Diabetes detection: A comparative analysis of different machine learning models
Mamta Sharma and Sukhwinder Kaur
90 Vaticination of chronic kidney disease using optimized deep learning approach
Mari Selvan, R., Bharath Kumar Anjinappagari, Veera Hemanth Adireddy,
Venkata Diwakar Gurivigalla and Sai Ram Reddy Medida
91 Adaptive Candidate scoring and feedback integration (ACS-FI): Enhancing recruiter
decision-making
Karthikeyan, D., Mamlesh, V.A., Sahithi Venkata Pokuri, Sruthi Sree, N., Samiksha Racha
and Karishma, M.
92 Image preprocessing and quality analysis techniques for skin lesion detection using peak
signal-to-noise metrics
Renu Bala, Neelam Duhan and Komal Kumar Bhatia
93 Expense tracker web-application
Gurpal Singh, Bharti and Krish Joshi
94 Enhanced secure and efficient medical image encryption using multi-layered chaos-based
and advanced encryption standard
Kailasam Selvaraj and Kartheeban Kamatchi
95 A unified approach to large language model optimization: Methods, metrics, and
benchmarks
Joydeep Chandra, Prabal Manhas, Ramanjot Kaur and Rashi Sahay
96 Enhancing polycystic ovary syndrome classification accuracy using XGBRF model
Sonam Juneja, Supreet Saini, Reema Goyal, Souvik Maiti and Vinay Thakur
97 Enhancing agricultural practices with AGRIBOT: A natural language processing approach
M. Azhagiri, Eeswara Kosireddi, P. Kasthuri and Keerthana Suresh
98 Detecting deep-fake videos using deep learning models
Kaushik Kumar Jha, Bharti, Siddartha Kumar and Vijay Raj
99 Blockchain-based voting systems: Integrity and trust in electoral events with secure ballot
Akshat Srivastava, Prajeet Meshram, Mayank Negi, Sarita and Ashima Narang
Contents xi
100 A hybrid algorithm for efficient and scalable weed detection for precision in agriculture
using CNN and random forest algorithm
Jyoti Nanwal and Preeti Sethi
101 Role of artificial intelligence in financial decision-making
Apurva A. Chauhan
102 Quick response code technology implementations in many aspects of library and
information service in the current scenario
Rajesh Kumar, Kabita Choudhary and Deepak Saxena
103 Innovations in healthcare: Transforming healthcare delivery by integrating 6G capabilities
into medical systems
Amandeep Dhaliwal
104 A roadside garbage detection system using image processing
Shivam Gupta, Krishna Yadav, Satvik Asthana and Monika Goyal
105 CNN based software bug severity prediction
Sweety Ahlawat and Dhiraj Khurana
106 Plant disease detection using CNN
Rakesh Kumar, Garima, Mukesh Kumar, Tanvi Rustagi and Uma Rani
107 Analysis of resource allocation techniques in cloud computing environment
Ajay and Sandeep Dalal
108 A multidimensional approach based on ML algorithms to maternal health risk prediction
Stuti, Prinima Gupta, Tanisha Bhayana, Reet Kaur and Girija, R.
109 From carts and shelves to virtual delves, analysing the role of augmented reality in
transforming retail market
Kashish Jindal, Ashulekha Gupta and Anshu Bansal Gupta
110 Advances in rice crop enhancement through genetic mutation techniques
Anup Singh Kushwaha, Prinima Gupta and Mahboob Alam
111Training latent diffusion models: Challenges, techniques
Akanksha Singh, Rishit Jain,Lipsa Das, Durgesh Jha and Syed Furqaan Andrabi
112Machine learning in water quality assessment: A comprehensive review of models and
their performance
Pooja and Amita Dhankhar
113 Plant leaf disease detection using machine learning
Lipsa Das, Devang Bhatnagar, Ritesh Anand, Durgesh Jha and Akanksha Singh
114 A wireless sensor networks anomaly detection method based on the improved isolation
forest
Reenu Batra, Manish Kumar, Deepak Kaushik, Megha Sharma and Aarti Sangwan
115 Smart home security using TensorFlow, HOG and SVM model
Shobha Tyagi, Pronika Chawla, Nilesh barat, Mohit, Prem Kumar and Bandaru Sai karthik
116Deep learning based cardiovascular heart disease solution prediction system
Bhanu Prakash Lohani, Abhishek, Lipsa Das, Pradeep Kumar Kushwaha and
Amardeep Gupta
xii Contents
117 Leveraging word embeddings for enhanced fake news detection
Vidushi, Tanishq Dabas, Aryan Jain, Shrey Gera and Shreya Pant
118 Comparative analysis of ensemble boosting algorithmic frameworks for predicting student
performance in online education
Monika, Pardeep Kumar, Shikha Maheshwari and Dayal Chander Sati
119 Real-time detection of traffic accidents from CCTV footage using deep learning: A
comparative analysis of MobileNetV2, CNN, LSTM and ResNet models
Sneha Kandacharam and Poonam Chaudhary
120 Advanced IoT Solutions for enhanced weather forecasting
Abhideep Sah, Darsh Jain and Meeta Singh
121 Reinforcement learning framework for robust algorithmic trading in real-time markets
Shriya Godara, Tanuja Sharma, Anmol Kapoor and Meeta Singh
122 Utilizing Monte Carlo simulation for optimized stock selection in the Indian equity market
Shridha, A., Neha Gupta, Ihtiram Raza Khan and Ankit Upadhyay
123Data analytics and modern human resource practices
Anjani Srivastava, Arun Vashista and Nidhi Tandon
124 AI-Powered real estate price prediction system: A flask-based web application for machine
learning-driven property valuation
Gargi Sinha, Kushagra Sinha, Abhishek Vishwakarma and Bharti
125 Use of artificial intelligence and machine learning and quantum computing in financial
service industry
Ridhi Khattar and Anindita Chatterjee Rao
126 AI Chatbots vs human agents: A comparative study of customer engagement
Mani Tyagi and Priyanka Singh
127 Revolutionizing consumer engagement: The impact of augmented reality and virtual
reality in retail
Amardeep Singh, Nidhi Tandon, Jayender Verma, Arun Vashisht and Nidhi Balhara
128Machine learning-based disease detection in sugarcane: A predictive analytics approach
Priyanshu Chaudhary, Bharti, Sayan Kabiraj, Sunny Kumar, Abdul Smad Khan and
Shubh Srivastava
129 Enhancements in security for cloud computing: Utilizing deep learning and machine learning
K.V. Mahalakshmi, S. Neha, Azween Abdullah and A. Daniel
130Wearable technologies for physiotherapy: A review of their role in posture monitoring and
movement analysis
Pooja Sharma, Divya Aggarwal, Nitesh Malhotra, Jasmine Kaur Chawla, Irshad Ahmad
and Dheeraj Kumar
131 Analysis and exploration Olympic data using machine and deep learning
Ayush Raj, Akshay Shree and Sanjeev Kumar Punia
132Web based career guidance system with AI consultant
Sneha Tripathi, Turab Raza, Subham Bose and Poonam Nandal
133 Enhancing speaker recognition by reducing feature vector dimensions
Geeta Nijhawan, Priyanka Bansal and Vimlesh Singh
Contents xiii
134Detecting deciet: Enhancing trust with NLP-based fake review detection
Arnav Mahani, Prince Shubham, Shivli Gupta and Rajeshkannan Regunathan
135 Radio waves and vision: Investigating potential risks
Vimlesh Singh, Swastika Bansal, Amrinder Kaur and Priyanka Bansal
136 Hybrid sequential architecture of convolution neural network and transformer for diabetic
retinopathy grading
Shreyan Balaji Nalwad, Mallela Pavan Kumar Reddy and Rajeshkannan Regunathan
137 Identifying the roles of Hermite cubic splines and machine learning techniques in the
solution of economic dispatch problem: The case of an IoT based system
Ravindra Kumar Chahar, Swati Rehal and Arvinder Kaur
138 Adversarial attacks on network intrusion detection systems using machine learning
Kulvinder Singh, Ankit Panigrahi and Deepanshu Jindal
139 A comprehensive approach to fetal health prediction using preprocessing and classification
Valliammai Ramanathan and Balika J. Chelliah
140 Health Harbour: Smart healthcare prediction
Avnish Chauhan, Dhriti Jain, Dolby Singh and Meeta Singh
141Mapping the interplay of human-ML and AI collaboration through data artifacts
Sanjeev Kumar Punia, Manish Tyagi and Gaurav Kumar
142 Enhancing wildlife conservation and community engagement through multimodal animal
species detection
Manju, A., Manoj, S. R., Pranav, K. R. and Sriram, U.
143Mobile app to track the abstraction
Ramesh, P., Abirami, A., Lakshmanaprakash, S., Naveenkumar, R., Maneesh, M. and
Pranesh, P.
144Transformative potential of artificial intelligence and machine learning in the energy sector:
Smart grids
Manju, A., Varun Mandepudi, Nirmal, K. and Shreyan Krishnaa
145Data privacy in online banking using blowfish algorithm: A review
Neha Garg and Kapil Gupta
146 Navigating security and privacy concerns in social networks: A comprehensive review
Lipsa Das, Akanksha Singh, Kinjalk Tripathi, Dev Naagar, Srishti Yadav and Durgesh Jha
147Development of a healthcare model using machine learning 899
Bhanu Prakash Lohani, Ananya Vishnoi, Lipsa Das, Pradeep Kumar Kushwaha,
Saurabh Rawat and Sandeep Mathur
148 Student placement analyzer and skill recommendation system using decision tree and
cosine similarity
Manju, A., Jhansi Rani, J., Sri Vyshnavi, S. and Kedhar Nadh, A.

Biography

Prof (Dr.) Poonam Nandal, Professor, Department of Computer Science & Engineering, School of Engineering & Technology, Manav Rachna International Institute of Research and Studies (Deemed to be University), is an esteemed academic and researcher with an impressive career spanning over 19 years. Her academic journey reached its pinnacle with a Ph.D. in Computer Science & Engineering from YMCA University of Science & Technology in 2017. Complementing this, she holds a Master’s degree in Computer Engineering from Maharishi Dayanand University, Rohtak, showcasing a comprehensive educational background. Dr. Nandal scholarly impact is evidenced by her substantial contributions, including 6 patents and more than 40 research papers published in esteemed conferences and peer-reviewed journals. These publications are indexed in renowned databases such as Scopus, WoS, EBSCO, and UGC Care, underscoring her dedication to advancing knowledge in her field. Beyond her research, she actively participates in advisory and editorial capacities for respected peer-reviewed journals.

Prof (Dr.) Mamta Dahiya has over 23 years of experience in academia, industry, and research. She was closely associated with research and development in the field of spatial data analytics, retrieval, Pattern Recognition, Data Science, Machine Learning, and Information Security, focusing on multiple aspects of societal problems. She has completed her Doctorate in Computer Science and Engineering from Deenbandhu Chotu Ram University of Science and Technology, Murthal. She has a Masters in Technology in Computer Science & Engineering with a Gold Medal. She has almost 85 research publications in various international and national journals of repute & conferences. She has 20 Indian & international patents granted & published. She has authored & edited multiple books with international publishers. She holds professional memberships in societies like IEEE, LMCSI, IJHEPS, and LMSGSD. She has completed 8 research projects funded by national and international funding agencies. She has recently completed the Consultancy on “Asian Metropolis” services to carry out the full pro>cess of research, analysis, and elaboration of the contents of the publication “Asian Metropolitan Report” with Metropolis, Barcelona, Spain, and “Technology Implementation for Water Management System in Gurugram” a Department of Science Technology sponsored project. She has held various esteemed positions throughout her career, including Dean of the Faculty of Engineering & Technology, Research Track Professor, Program Director, Board of Studies (BOS)/DRC Member, Research and Development (R&D) Chair, ICC Chairperson, etc. Her unwavering commitment to academic excellence, innovation, and integrity has driven her efforts in each role, impacting the institution, faculty, and students she has served.

Dr. Meeta Singh, Professor, Department of Computer Science & Engineering, School of Engineering & Technology, Manav Rachna International Institute of Research and Studies (Deemed to be University is a distinguished academician and researcher with over 22 years of experience in the field of Computer Science & Engineering. She earned her Ph.D. in Computer Science & Engineering from Bhagwant University, Ajmer, in 2015. Her academic portfolio also includes an M.Tech in Information Technology from Guru Gobind Singh Indraprastha University, New Delhi (2007), and an M.Sc in Electronics from Banasthali Vidyapeeth, Rajasthan (1999), demonstrating a robust and multidisciplinary educational foundation. Dr. Singh has made significant contributions to her field, holding six patents and publishing more than 40 research papers in esteemed conferences and peer-reviewed journals. Many of these works are indexed in Scopus, WoS, EBSCO, and UGC Care, underscoring her commitment to advancing research and innovation. She also serves in advisory and editorial capacities for prominent academic journals.

Dr. Arvind Dagur is currently working as Professor and Program Chair in school of Computing Science and Engineering, Galgotias University, Greater Noida, India. He worked as Professor & Head, in Department of Computer Science and Engineering, KEC (KIET Group) Ghaziabad. He has 18 Years of experience in vari>ous reputed colleges such as AKGEC Ghaziabad, ABES Ghaziabad, and Galgotias College of Engineering and Technology, Greater Noida etc. He completed my Ph.D. (Computer Engineering) from Jamia Millia Islamia, New Delhi, India (A Central University)

Prof. Brijesh Kumar is Dean School of Computer Applications, Manav Rachna International Institute of Research and Studies, Faridabad, since August 2024. Before this he worked as Dean (Academics) with Manav Rachna International Institute of Research and Studies, Faridabad. Earlier, he was Dean of the School of Engineering & Technology with Ansal University, Gurgaon, since January 2018. Before this, he was Dean of Academics and Dean of School of Engineering Technology at K.R. Mangalam University, Gurgaon. During his association of more than 14 years with Lingaya’s group Faridabad, he worked at various positions including Director, Head (IT), Professor (CSE), Associate Dean, Dean Academics and Dean R&D subsequently. Prior to Lingaya’s group, Faridabad, Dr. Kumar worked with ITS, STG and TVI. He has got more than 28 years of experience in academ>ics, Industry and Research. Prof. Kumar, completed Ph.D (2009) in Computer Science in the area of Network Simulation from Kurukshetra University, Kurukshetra. He has done M.Tech. in Computer Science (2001) and M.Tech. in Applied Geophysics (1996) from Kurukshetra University.