Mrignainy Kansal

Mrignainy Kansal is currently pursuing her PhD in Computer Science and Engineering from Netaji Subhas University of Technology (NSUT), New Delhi. Alongside her studies, she holds the position of an Assistant Professor at Ajay Kumar Garg Engineering College, Ghaziabad. She completed her BTech Degree in Information Technology from AKTU and further pursued her MTech in Information Technology from Guru Gobind Singh Indraprastha University, Delhi. She has a good record of publications at various International Conferences. Additionally, she has qualified GATE-2016 and GATE-2023. Her expertise lies in diverse areas such as Machine Learning, Deep Learning, Natural Language Processing (NLP), Computer Vision, and Software Engineering.

Publications

Advancing Software Engineering Through AI, Federated Learning, and Large Language Models
Advancing Software Engineering Through AI, Federated Learning, and Large Language Models
Avinash Kumar Sharma, Nitin Chanderwal, Amarjeet Prajapati, Pancham Singh, Mrignainy Kansal. © 2024. 354 pages.
The rapid evolution of software engineering demands innovative approaches to meet the growing complexity and scale of modern software systems. Traditional methods often need help...
Real-Time Symptomatic Disease Predictor Using Multi-Layer Perceptron
Real-Time Symptomatic Disease Predictor Using Multi-Layer Perceptron
Pancham Singh, Mrignainy Kansal, Ayush Pratap Singh, Ayushi Verma, Snigdha Tyagi, Aditya Vikram Singh. © 2024. 13 pages.
Early disease diagnosis is crucial for effective treatment, but current healthcare methods have limitations. Supervised machine learning algorithms, particularly deep learning...
Mental Health Monitoring in the Digital Age: A Comprehensive Analysis
Mental Health Monitoring in the Digital Age: A Comprehensive Analysis
Mrignainy Kansal, Pancham Singh, Prashant Srivastava, Radhika Singhal, Nishant Deep, Arpit Singh. © 2024. 16 pages.
Social media has become a significant factor in the development of mental diseases, with the potential to significantly impact people's lives. This study explores the use of...
A Transparency System for ICU Using Machine Learning and AI
A Transparency System for ICU Using Machine Learning and AI
Pancham Singh, Mrignainy Kansal, Shirshendu Lahiri, Harshit Vishnoi, Lakshay Mittal. © 2024. 19 pages.
Patients in ICUs risk death. Years of opacity, miscommunication, and lack of real-time oversight have compounded medical errors and damaged stakeholder trust in this vital...
A Systematic Study of Services and Security Model in Cloud Computing: A Brief Overview
A Systematic Study of Services and Security Model in Cloud Computing: A Brief Overview
Mrignainy Kansal, Pancham Singh, Manoj Kumar Singh, Sanskar Varshney. © 2023. 16 pages.
Cloud computing is a technical model with on-demand network access, delivering various types of services, providing resources such as memory storage, applications, networking...
Smart Agriculture Resource Allocation and Cost Optimization Using ML in Cloud Computing Environment
Smart Agriculture Resource Allocation and Cost Optimization Using ML in Cloud Computing Environment
Pancham Singh, Mrignainy Kansal, Mili Srivastava, Muskan Gupta. © 2023. 12 pages.
In this research, resource allocation in machine learning is used to analyze how cloud computing is being applied in smart agriculture. This chapter goes over the advantages of...
Empowering Agriculture With Conversational AI: An Application for Farmer Advisory and Communication
Empowering Agriculture With Conversational AI: An Application for Farmer Advisory and Communication
Mrignainy Kansal, Pancham Singh, Mili Srivastava, Prateek Chaurasia. © 2023. 18 pages.
Conversational AI is the most trending technology in recent years. It's not just a buzzword anymore, it is here to stay and will continue to grow as more people become aware...
Crop Disease Prediction Using Deep Learning Algorithms
Crop Disease Prediction Using Deep Learning Algorithms
Pancham Singh, Mrignainy Kansal, Manoj Kumar Singh, Sachin Kumar, Anupam Dwivedi. © 2023. 16 pages.
Good crops yield good food which in turn nourishes the human body and mind. But these crops across the globe face the threat of various diseases that remain unidentified, leading...