Ajay Kumar is currently serving as a Professor in Department of Mechanical Engineering in School of Engineering and Technology, JECRC University, Jaipur, Rajasthan, India. He received his Ph.D. in the field of Advanced Manufacturing and automation from Guru Jambheshwar University of Science & Technology, Hisar, India after B.Tech. (Hons.) in mechanical engineering and M.Tech. (Distinction) in manufacturing and automation. His areas of research include Biomedical engineering, Incremental Sheet Forming, Artificial Intelligence, Sustainable Materials, robotics and automation, Additive Manufacturing, Mechatronics, Smart Manufacturing, Industry 4.0, Industrial Engineering Systems, Waste Management, and Optimization Techniques. He has over 100 publications in international journals of repute including SCOPUS, Web of Science and SCI indexed database and refereed international conferences. He has organized various national and international events including an international conference on Mechatronics and Artificial Intelligence (ICMAI-2021) as conference chair. He is currently organising international conference on Artificial Intelligence, Advanced Materials, and Mechatronics Systems (AIAMMS-2023) as conference chair. He has more than 20 national and international patents to his credit. He has supervised more than 8 M.Tech, Ph.D scholars and numerous undergraduate projects/ thesis. He has a total of 15 years of experience in teaching and research. He is a Guest Editor of many reputed journals. He has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board. He has won several proficiency awards during the course of his career, including merit awards, best teacher awards, and so on. He has also co-authored and co-edited more than 15 books and proceedings including Incremental Sheet Forming Technologies: Principles, Merits, Limitations, and Applications, Advancements in Additive Manufacturing: Artificial Intelligence, Nature Inspired and Bio-manufacturing, Handbook of Sustainable Materials: Modelling, Characterization, and Optimization, Waste Recovery and Management: An Approach Towards Sustainable Development Goals, Smart Manufacturing: Forecasting the future of Industry 4.0, Handbook of Flexible and Smart Sheet Forming Techniques: Industry 4.0 Perspectives, Advances in Sustainable Materials: Fundamentals, Modelling and Characterization, Smart Electric and Hybrid Vehicles: Design, Modeling, and Assessment by Industry 4.0 Approaches, Smart Electric and Hybrid Vehicles: Fundamentals, Strategies and Applications, Handbook of Intelligent and Sustainable Manufacturing and is a managing guest editor of Conference Series, Volume 1950, International Conference on Mechatronics and Artificial Intelligence (ICMAI) 2021. He has also authored many in-house course notes, lab manuals, monographs and invited chapters in books. He has organized a series of Faculty Development Programs, International Conferences, workshops, and seminars for researchers, PhD, UG and PG level students. He is associated with many research, academic, and professional societies in various capacities.Sangeeta Rani is currently serving as an Assistant Professor in Department of Computer Science & Engineering, World College of Technology & Management, Gurgaon, India. She is pursuing her Ph.D. from Amity University, Manesar, Gurugram. She completed her M.Tech. from Maharshi Dayanand University, Rohtak, India. Her areas of research include Cloud Computing, Machine Learning. She has over 20 research publications in international journals of repute and refereed international conferences and co-authored more than 5 book chapters in books. She guided several M.Tech. scholars. She has a total of 14 years of experience in teaching. She has won the best paper awards in various international conferences. She has also organized a series of Faculty Development Programmes, workshops, and seminars for UG and PG level students including an international conference on Mechatronics and Artificial Intelligence (ICMAI-2021) as organizing secretary. She has more than 5 national and international patents in her credit. She teaches the following courses at the graduate and postgraduate level: Analysis and Design of Algorithms, Cloud Computing, Theory of Computation, Compiler Design, Python etc.Sarita Rathee is currently serving as an Assistant Professor in the Department of Electronics and Communication Engineering, School of Engineering and Technology, JECRC University, Jaipur, Rajasthan, India. She received her M. Tech (Distinction) in the field of Electrical and Electronics Engineering from Maharshi Dayanand University, Rohtak, India after her B. Tech. (Hons.) in electrical engineering. She has over 15 publications in international journals, including SCOPUS, Web of Science indexed databases and refereed international conferences, and more than 08 national and international patents to her credit. Her area of expertise includes instrumentation engineering, IoT, FACTS devices, Power electronics, and electric vehicles. She is associated with research, academic, and professional societies in various capacities. Her areas of research include Artificial Intelligence, IoT, Cloud Computing, Industry 4.0, Waste Management, and Optimization Techniques.Naveen Hemrajani is the dean of School of Engineering & Technology, JECRC University and has more than 31 years of Teaching and Research Experience. Member of Board of Management of JECRC University. He studied his BE, M.Tech and doctorate degree in Computer Science & Engineering. He has been Principal Engineering for four years in reputed Engineering College. He played active role in establishing CSI Jaipur Chapter and is former Chairman of Computer Society of India (Jaipur Chapter). His Research Topic for PhD was Admission Control for Video Transmission over IP Networks. He has expertise in Network Security, MANET, Software Engineering, Cloud Computing, Machine learning and Data Science. He has been very instrumental in getting Collaborations done with the industry. Dr. Naveen is an excellent administrator. He has good experience in coordinating with AICTE, NBA, NIRF, UGC and is well versed with all the policies. He plays very active role in designing Curriculum of the Department and has been the chairman of Board of Studies. He is also active member of Academic Council. As Director Internship he plays major role in getting 100% students placed for Internship. He is highly passionate about Education and his involvement towards it, is commendable. He has published three books and many research papers in International and National Journals of repute. He has organized various national and international events including an international conference as conference chair. He has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board He has also presented several papers in International and National conferences. He is also Editorial Board member of many international Journals of repute. He has reviewed various papers on new methodologies. He has also organized various international conferences, workshops and seminars. Prof Hemrajani has been part of various Government funded Projects. He has supervised more than 50 M.Tech students. Five students have been awarded Ph.D under his guidance and eight students are currently doing research under his supervision. He has organized a series of Faculty Development Programs, International Conferences, workshops, and seminars for researchers, PhD, UG and PG level students. He is associated with many research, academic, and professional societies in various capacities.Mamta Dahiya has over 21 years of experience in the academia, industry, and research. She is currently working as Professor & Program Chair- Data Science, Department of Computer Science at Manav Rachna International Institute of Research & Studies, Faridabad, India. She has a PhD in Computer Science & Engineering from DCRUST, Murthal and M. Tech gold medallist. She was closely associated with research and development in the field of spatial data retrieval & related security. Building her research in Pattern Recognition, Data Science and Information Security focusing on multiple aspects of societal problems. She has almost 85 research publications in various international, national journals of repute & conferences. She has multiple Indian & international patents granted & published. She has organised multiple conferences, seminars, workshops & chaired technical sessions in multiple conferences under the umbrella of Elsevier, IEEE, and TQP etc. She has also co-authored and co-edited two books titled Asian Metropolis and Demystifying Big Data Analytics for Industries and Smart Societies. Dr. Dahiya has supervised multiple B. Tech, M. Tech, and PhD scholars in their research projects/ thesis. She is also working as Guest Editors and Review Editor of the reputed national/international journals. She has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board. She has won several proficiency awards during his career, including Best Achiever award, Award for Academic Excellence, Bharat Gaurav Puraskar. Throughout her career, she has held various esteemed positions, including Dean of the Faculty of Engineering & Technology, Research Track Professor, Program Director, Board of Studies (BOS) Member, Research and Development (R&D) Chair, Institutional Ethics Committee (ICC) Chairperson etc. Her unwavering commitment to academic excellence, innovation, and integrity has driven her efforts in each role, leaving a lasting impact on the institution, faculty, and students she has served.

• 1. Deep Learning based an Intelligent approach for the Pharmaceutical Drug Discovery and Classification using Fine-Tuned MobileNet and Adamax Optimizer. 2. Artificial Intelligence in Improving Disease Diagnosis: Cardiovascular Disease Prediction: A Case Study. 3. Medical Image Based Pulmonary Disease Prediction Using Bio-Geographical. 4. Tomato Plant Disease Detection with Pretrained CNNs: Performance Assessment and Visual Presentation: The Review. 5. Detection of Liver Cirrhosis Using Fuzzy Expert System. 6. An Extensive Survey on Citrus Plant Disease Detection Using Image Processing and Deep Learning. 7. Predicting Diabetes Using Hybrid Approach of KNN, Random Forest Machine Learning Algorithms. 8. Transforming Healthcare through Advanced Federated Learning: Privacy, Performance, and Collaboration. 9. Application of Artificial Intelligence in Breast Cancer Diagnostics-A Review. 10. An Enhance Approach of Domain Adaptation based Sentiment Analysis Using Deep Transfer Learning.

Ajay Kumar is currently serving as a Professor in Department of Mechanical Engineering in School of Engineering and Technology, JECRC University, Jaipur, Rajasthan, India. He received his Ph.D. in the field of Advanced Manufacturing and automation from Guru Jambheshwar University of Science & Technology, Hisar, India after B.Tech. (Hons.) in mechanical engineering and M.Tech. (Distinction) in manufacturing and automation. His areas of research include Biomedical engineering, Incremental Sheet Forming, Artificial Intelligence, Sustainable Materials, robotics and automation, Additive Manufacturing, Mechatronics, Smart Manufacturing, Industry 4.0, Industrial Engineering Systems, Waste Management, and Optimization Techniques. He has over 100 publications in international journals of repute including SCOPUS, Web of Science and SCI indexed database and refereed international conferences. He has organized various national and international events including an international conference on Mechatronics and Artificial Intelligence (ICMAI-2021) as conference chair. He is currently organising international conference on Artificial Intelligence, Advanced Materials, and Mechatronics Systems (AIAMMS-2023) as conference chair. He has more than 20 national and international patents to his credit. He has supervised more than 8 M.Tech, Ph.D scholars and numerous undergraduate projects/ thesis. He has a total of 15 years of experience in teaching and research. He is a Guest Editor of many reputed journals. He has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board. He has won several proficiency awards during the course of his career, including merit awards, best teacher awards, and so on. He has also co-authored and co-edited more than 15 books and proceedings including Incremental Sheet Forming Technologies: Principles, Merits, Limitations, and Applications, Advancements in Additive Manufacturing: Artificial Intelligence, Nature Inspired and Bio-manufacturing, Handbook of Sustainable Materials: Modelling, Characterization, and Optimization, Waste Recovery and Management: An Approach Towards Sustainable Development Goals, Smart Manufacturing: Forecasting the future of Industry 4.0, Handbook of Flexible and Smart Sheet Forming Techniques: Industry 4.0 Perspectives, Advances in Sustainable Materials: Fundamentals, Modelling and Characterization, Smart Electric and Hybrid Vehicles: Design, Modeling, and Assessment by Industry 4.0 Approaches, Smart Electric and Hybrid Vehicles: Fundamentals, Strategies and Applications, Handbook of Intelligent and Sustainable Manufacturing and is a managing guest editor of Conference Series, Volume 1950, International Conference on Mechatronics and Artificial Intelligence (ICMAI) 2021. He has also authored many in-house course notes, lab manuals, monographs and invited chapters in books. He has organized a series of Faculty Development Programs, International Conferences, workshops, and seminars for researchers, PhD, UG and PG level students. He is associated with many research, academic, and professional societies in various capacities.Sangeeta Rani is currently serving as an Assistant Professor in Department of Computer Science & Engineering, World College of Technology & Management, Gurgaon, India. She is pursuing her Ph.D. from Amity University, Manesar, Gurugram. She completed her M.Tech. from Maharshi Dayanand University, Rohtak, India. Her areas of research include Cloud Computing, Machine Learning. She has over 20 research publications in international journals of repute and refereed international conferences and co-authored more than 5 book chapters in books. She guided several M.Tech. scholars. She has a total of 14 years of experience in teaching. She has won the best paper awards in various international conferences. She has also organized a series of Faculty Development Programmes, workshops, and seminars for UG and PG level students including an international conference on Mechatronics and Artificial Intelligence (ICMAI-2021) as organizing secretary. She has more than 5 national and international patents in her credit. She teaches the following courses at the graduate and postgraduate level: Analysis and Design of Algorithms, Cloud Computing, Theory of Computation, Compiler Design, Python etc.Sarita Rathee is currently serving as an Assistant Professor in the Department of Electronics and Communication Engineering, School of Engineering and Technology, JECRC University, Jaipur, Rajasthan, India. She received her M. Tech (Distinction) in the field of Electrical and Electronics Engineering from Maharshi Dayanand University, Rohtak, India after her B. Tech. (Hons.) in electrical engineering. She has over 15 publications in international journals, including SCOPUS, Web of Science indexed databases and refereed international conferences, and more than 08 national and international patents to her credit. Her area of expertise includes instrumentation engineering, IoT, FACTS devices, Power electronics, and electric vehicles. She is associated with research, academic, and professional societies in various capacities. Her areas of research include Artificial Intelligence, IoT, Cloud Computing, Industry 4.0, Waste Management, and Optimization Techniques.Naveen Hemrajani is the dean of School of Engineering & Technology, JECRC University and has more than 31 years of Teaching and Research Experience. Member of Board of Management of JECRC University. He studied his BE, M.Tech and doctorate degree in Computer Science & Engineering. He has been Principal Engineering for four years in reputed Engineering College. He played active role in establishing CSI Jaipur Chapter and is former Chairman of Computer Society of India (Jaipur Chapter). His Research Topic for PhD was Admission Control for Video Transmission over IP Networks. He has expertise in Network Security, MANET, Software Engineering, Cloud Computing, Machine learning and Data Science. He has been very instrumental in getting Collaborations done with the industry. Dr. Naveen is an excellent administrator. He has good experience in coordinating with AICTE, NBA, NIRF, UGC and is well versed with all the policies. He plays very active role in designing Curriculum of the Department and has been the chairman of Board of Studies. He is also active member of Academic Council. As Director Internship he plays major role in getting 100% students placed for Internship. He is highly passionate about Education and his involvement towards it, is commendable. He has published three books and many research papers in International and National Journals of repute. He has organized various national and international events including an international conference as conference chair. He has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board He has also presented several papers in International and National conferences. He is also Editorial Board member of many international Journals of repute. He has reviewed various papers on new methodologies. He has also organized various international conferences, workshops and seminars. Prof Hemrajani has been part of various Government funded Projects. He has supervised more than 50 M.Tech students. Five students have been awarded Ph.D under his guidance and eight students are currently doing research under his supervision. He has organized a series of Faculty Development Programs, International Conferences, workshops, and seminars for researchers, PhD, UG and PG level students. He is associated with many research, academic, and professional societies in various capacities.Mamta Dahiya has over 21 years of experience in the academia, industry, and research. She is currently working as Professor & Program Chair- Data Science, Department of Computer Science at Manav Rachna International Institute of Research & Studies, Faridabad, India. She has a PhD in Computer Science & Engineering from DCRUST, Murthal and M. Tech gold medallist. She was closely associated with research and development in the field of spatial data retrieval & related security. Building her research in Pattern Recognition, Data Science and Information Security focusing on multiple aspects of societal problems. She has almost 85 research publications in various international, national journals of repute & conferences. She has multiple Indian & international patents granted & published. She has organised multiple conferences, seminars, workshops & chaired technical sessions in multiple conferences under the umbrella of Elsevier, IEEE, and TQP etc. She has also co-authored and co-edited two books titled Asian Metropolis and Demystifying Big Data Analytics for Industries and Smart Societies. Dr. Dahiya has supervised multiple B. Tech, M. Tech, and PhD scholars in their research projects/ thesis. She is also working as Guest Editors and Review Editor of the reputed national/international journals. She has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board. She has won several proficiency awards during his career, including Best Achiever award, Award for Academic Excellence, Bharat Gaurav Puraskar. Throughout her career, she has held various esteemed positions, including Dean of the Faculty of Engineering & Technology, Research Track Professor, Program Director, Board of Studies (BOS) Member, Research and Development (R&D) Chair, Institutional Ethics Committee (ICC) Chairperson etc. Her unwavering commitment to academic excellence, innovation, and integrity has driven her efforts in each role, leaving a lasting impact on the institution, faculty, and students she has served.

• 1. Deep Learning based an Intelligent approach for the Pharmaceutical Drug Discovery and Classification using Fine-Tuned MobileNet and Adamax Optimizer. 2. Artificial Intelligence in Improving Disease Diagnosis: Cardiovascular Disease Prediction: A Case Study. 3. Medical Image Based Pulmonary Disease Prediction Using Bio-Geographical. 4. Tomato Plant Disease Detection with Pretrained CNNs: Performance Assessment and Visual Presentation: The Review. 5. Detection of Liver Cirrhosis Using Fuzzy Expert System. 6. An Extensive Survey on Citrus Plant Disease Detection Using Image Processing and Deep Learning. 7. Predicting Diabetes Using Hybrid Approach of KNN, Random Forest Machine Learning Algorithms. 8. Transforming Healthcare through Advanced Federated Learning: Privacy, Performance, and Collaboration. 9. Application of Artificial Intelligence in Breast Cancer Diagnostics-A Review. 10. An Enhance Approach of Domain Adaptation based Sentiment Analysis Using Deep Transfer Learning.

Ajay Kumar is currently serving as a Professor in Department of Mechanical Engineering in School of Engineering and Technology, JECRC University, Jaipur, Rajasthan, India. He received his Ph.D. in the field of Advanced Manufacturing and automation from Guru Jambheshwar University of Science & Technology, Hisar, India after B.Tech. (Hons.) in mechanical engineering and M.Tech. (Distinction) in manufacturing and automation. His areas of research include Biomedical engineering, Incremental Sheet Forming, Artificial Intelligence, Sustainable Materials, robotics and automation, Additive Manufacturing, Mechatronics, Smart Manufacturing, Industry 4.0, Industrial Engineering Systems, Waste Management, and Optimization Techniques. He has over 100 publications in international journals of repute including SCOPUS, Web of Science and SCI indexed database and refereed international conferences. He has organized various national and international events including an international conference on Mechatronics and Artificial Intelligence (ICMAI-2021) as conference chair. He is currently organising international conference on Artificial Intelligence, Advanced Materials, and Mechatronics Systems (AIAMMS-2023) as conference chair. He has more than 20 national and international patents to his credit. He has supervised more than 8 M.Tech, Ph.D scholars and numerous undergraduate projects/ thesis. He has a total of 15 years of experience in teaching and research. He is a Guest Editor of many reputed journals. He has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board. He has won several proficiency awards during the course of his career, including merit awards, best teacher awards, and so on. He has also co-authored and co-edited more than 15 books and proceedings including Incremental Sheet Forming Technologies: Principles, Merits, Limitations, and Applications, Advancements in Additive Manufacturing: Artificial Intelligence, Nature Inspired and Bio-manufacturing, Handbook of Sustainable Materials: Modelling, Characterization, and Optimization, Waste Recovery and Management: An Approach Towards Sustainable Development Goals, Smart Manufacturing: Forecasting the future of Industry 4.0, Handbook of Flexible and Smart Sheet Forming Techniques: Industry 4.0 Perspectives, Advances in Sustainable Materials: Fundamentals, Modelling and Characterization, Smart Electric and Hybrid Vehicles: Design, Modeling, and Assessment by Industry 4.0 Approaches, Smart Electric and Hybrid Vehicles: Fundamentals, Strategies and Applications, Handbook of Intelligent and Sustainable Manufacturing and is a managing guest editor of Conference Series, Volume 1950, International Conference on Mechatronics and Artificial Intelligence (ICMAI) 2021. He has also authored many in-house course notes, lab manuals, monographs and invited chapters in books. He has organized a series of Faculty Development Programs, International Conferences, workshops, and seminars for researchers, PhD, UG and PG level students. He is associated with many research, academic, and professional societies in various capacities.Sangeeta Rani is currently serving as an Assistant Professor in Department of Computer Science & Engineering, World College of Technology & Management, Gurgaon, India. She is pursuing her Ph.D. from Amity University, Manesar, Gurugram. She completed her M.Tech. from Maharshi Dayanand University, Rohtak, India. Her areas of research include Cloud Computing, Machine Learning. She has over 20 research publications in international journals of repute and refereed international conferences and co-authored more than 5 book chapters in books. She guided several M.Tech. scholars. She has a total of 14 years of experience in teaching. She has won the best paper awards in various international conferences. She has also organized a series of Faculty Development Programmes, workshops, and seminars for UG and PG level students including an international conference on Mechatronics and Artificial Intelligence (ICMAI-2021) as organizing secretary. She has more than 5 national and international patents in her credit. She teaches the following courses at the graduate and postgraduate level: Analysis and Design of Algorithms, Cloud Computing, Theory of Computation, Compiler Design, Python etc.Sarita Rathee is currently serving as an Assistant Professor in the Department of Electronics and Communication Engineering, School of Engineering and Technology, JECRC University, Jaipur, Rajasthan, India. She received her M. Tech (Distinction) in the field of Electrical and Electronics Engineering from Maharshi Dayanand University, Rohtak, India after her B. Tech. (Hons.) in electrical engineering. She has over 15 publications in international journals, including SCOPUS, Web of Science indexed databases and refereed international conferences, and more than 08 national and international patents to her credit. Her area of expertise includes instrumentation engineering, IoT, FACTS devices, Power electronics, and electric vehicles. She is associated with research, academic, and professional societies in various capacities. Her areas of research include Artificial Intelligence, IoT, Cloud Computing, Industry 4.0, Waste Management, and Optimization Techniques.Naveen Hemrajani is the dean of School of Engineering & Technology, JECRC University and has more than 31 years of Teaching and Research Experience. Member of Board of Management of JECRC University. He studied his BE, M.Tech and doctorate degree in Computer Science & Engineering. He has been Principal Engineering for four years in reputed Engineering College. He played active role in establishing CSI Jaipur Chapter and is former Chairman of Computer Society of India (Jaipur Chapter). His Research Topic for PhD was Admission Control for Video Transmission over IP Networks. He has expertise in Network Security, MANET, Software Engineering, Cloud Computing, Machine learning and Data Science. He has been very instrumental in getting Collaborations done with the industry. Dr. Naveen is an excellent administrator. He has good experience in coordinating with AICTE, NBA, NIRF, UGC and is well versed with all the policies. He plays very active role in designing Curriculum of the Department and has been the chairman of Board of Studies. He is also active member of Academic Council. As Director Internship he plays major role in getting 100% students placed for Internship. He is highly passionate about Education and his involvement towards it, is commendable. He has published three books and many research papers in International and National Journals of repute. He has organized various national and international events including an international conference as conference chair. He has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board He has also presented several papers in International and National conferences. He is also Editorial Board member of many international Journals of repute. He has reviewed various papers on new methodologies. He has also organized various international conferences, workshops and seminars. Prof Hemrajani has been part of various Government funded Projects. He has supervised more than 50 M.Tech students. Five students have been awarded Ph.D under his guidance and eight students are currently doing research under his supervision. He has organized a series of Faculty Development Programs, International Conferences, workshops, and seminars for researchers, PhD, UG and PG level students. He is associated with many research, academic, and professional societies in various capacities.Mamta Dahiya has over 21 years of experience in the academia, industry, and research. She is currently working as Professor & Program Chair- Data Science, Department of Computer Science at Manav Rachna International Institute of Research & Studies, Faridabad, India. She has a PhD in Computer Science & Engineering from DCRUST, Murthal and M. Tech gold medallist. She was closely associated with research and development in the field of spatial data retrieval & related security. Building her research in Pattern Recognition, Data Science and Information Security focusing on multiple aspects of societal problems. She has almost 85 research publications in various international, national journals of repute & conferences. She has multiple Indian & international patents granted & published. She has organised multiple conferences, seminars, workshops & chaired technical sessions in multiple conferences under the umbrella of Elsevier, IEEE, and TQP etc. She has also co-authored and co-edited two books titled Asian Metropolis and Demystifying Big Data Analytics for Industries and Smart Societies. Dr. Dahiya has supervised multiple B. Tech, M. Tech, and PhD scholars in their research projects/ thesis. She is also working as Guest Editors and Review Editor of the reputed national/international journals. She has contributed to many international conferences/ symposiums as a session chair, expert speaker, and member of the editorial board. She has won several proficiency awards during his career, including Best Achiever award, Award for Academic Excellence, Bharat Gaurav Puraskar. Throughout her career, she has held various esteemed positions, including Dean of the Faculty of Engineering & Technology, Research Track Professor, Program Director, Board of Studies (BOS) Member, Research and Development (R&D) Chair, Institutional Ethics Committee (ICC) Chairperson etc. Her unwavering commitment to academic excellence, innovation, and integrity has driven her efforts in each role, leaving a lasting impact on the institution, faculty, and students she has served.

• 1. Deep Learning based an Intelligent approach for the Pharmaceutical Drug Discovery and Classification using Fine-Tuned MobileNet and Adamax Optimizer. 2. Artificial Intelligence in Improving Disease Diagnosis: Cardiovascular Disease Prediction: A Case Study. 3. Medical Image Based Pulmonary Disease Prediction Using Bio-Geographical. 4. Tomato Plant Disease Detection with Pretrained CNNs: Performance Assessment and Visual Presentation: The Review. 5. Detection of Liver Cirrhosis Using Fuzzy Expert System. 6. An Extensive Survey on Citrus Plant Disease Detection Using Image Processing and Deep Learning. 7. Predicting Diabetes Using Hybrid Approach of KNN, Random Forest Machine Learning Algorithms. 8. Transforming Healthcare through Advanced Federated Learning: Privacy, Performance, and Collaboration. 9. Application of Artificial Intelligence in Breast Cancer Diagnostics-A Review. 10. An Enhance Approach of Domain Adaptation based Sentiment Analysis Using Deep Transfer Learning.