Dr. Revati Ramrao Rautrao is an accomplished academician with a prolific contribution to research and education. He is a distinguished academician and leadership mentor with 20+ years of experience in HR and academia. Currently an Associate Professor at Dr. D. Y. Patil B-School, Pune, she holds a B.Com., B.A., B.Ed., M.A., M.Phil., PGDBM., MBA., and Ph.D. in Management with expertise in HRM. She has authored 10 books, including publications with Springer Nature, Taylor & Francis, and Apple Academic Press (AAP). Her scholarly contributions also include 29 book chapters, of which several are indexed in Scopus, along with Scopus-indexed journal publications; Scopus, Springer, Nature, Taylor & Francis, IGI Global and ABDC-ranked journals; and UGC-CARE-listed journal articles. She has presented at international and national conferences and has published 13 patents and 13 copyrights, showcasing her innovation and interdisciplinary expertise. She has earned over 50 academic awards and recogni
Business, Management and Accounting, General Arts and Humanities, Organizational Behavior and Human Resource Management, Multidisciplinary
29
Scopus Publications
317
Scholar Citations
8
Scholar h-index
6
Scholar i10-index
Scopus Publications
Empirical Study on Employee Engagement and Organizational Performance: HR Analytics Analysis Revati Ramrao Rautrao, Nikita Suresh Nille Robo Advisors and Artificial Intelligence in Human Resources Management Revolutionizing Hr, 2026 This empirical investigation interrogates the intricate nexus between employee engagement and organizational performance, foregrounding the pivotal role of HR analytics as a diagnostic and predictive instrument. Employee engagement, conceptualized as a multidimensional construct encompassing cognitive, emotional, and behavioral commitment, has been demonstrated to catalyze innovation, enhance productivity, and sustain organizational competitiveness. Drawing on primary survey data and secondary scholarly sources, the study scrutinizes how leadership effectiveness, recognition systems, work–life balance, and organizational culture collectively shape employee involvement. Through quantitative and qualitative analyses, the findings reveal a reciprocal relationship wherein heightened engagement fosters superior organizational outcomes, which in turn reinforce a culture of commitment and satisfaction. HR analytics emerges as a transformative enabler, furnishing actionable insights into performance indicators, absenteeism, individual and team 62productivity, and overall workforce well-being. The integration of datadriven insights with human-centric strategies underscores the necessity of adopting adaptive HR practices to sustain long-term growth. Ultimately, this study posits that employee engagement, when systematically cultivated and analytically monitored, constitutes not merely a human resource prerogative but a strategic imperative essential to advancing resilience, agility, and sustainable organizational excellence.
Digital Influencer Strategies and Algorithmic Personas: A New Frontier in Employer Branding and Human Resource Engagement Revati Ramrao Rautrao, A. V. Senthil Kumar Strategies Dynamics and Societal Impacts of Digital Influencer Marketing, 2026 An important paradigm transformation in organisational approaches to employer brand and human resources (HR) engagement has been provoked by the digitisation of human contact. The convergence of algorithm identity and digital affects strategy as a state-of-the-art equipment that changes, fins, fins and people makes data-in-opera, socially, hires people in the world, this article is seriously examined in this article. It analyses the theoretical sub-buildings and planned strategies, and provides educational insight and useful disposition, while drawing on modern empirical and conceptual probes. This conversation is supported by relevant literature and suggests directions for future studies corresponding to progress in technology, morality and strategic human resources. Algorithm identification and impressive digital strategies are HR engagement and revolutionary approaches to corporate branding. This chapter explains how organisations benefit from these new techniques to improve their employer brand, attract top talent and improve employees' involvement in the digital age.
Collaboration Business Models and Frameworks in Federated Learning Revati Ramrao Rautrao, A. V. Senthil Kumar, Sanjayan Thottapattunjalil Suseelan Adversarial AI and Data Poisoning in Federated Learning, 2026 Federated Learning (FL) has enabled decentralised collaboration so that many stakeholders can train models without sharing raw data. However, the distributed nature exposes the system to risks such as data poisoning and unfavourable AI attacks, which compromise the model integrity and the organisational tasks. This chapter checks the outline of collaboration in FL, including platform federated data ecosystems, consortium-based models and cross-industry partnerships. While these structures increase scalability, personalisation and economic value, they also introduce the model updates and weaknesses in gradient manipulation. Discussed solutions include strong aggregation algorithms, blockchain competition, competent traceability, rejection of nonconformities, encouragement, human-in-loop supervision, regulatory compliance and moral AI theory. By integrating technical, organisational and moral security measures, the chapter presents a comprehensive approach to safe, flexible and reliable ecosystems.
The Future of Augmented Reality in the Insurance Industry: HR as a Strategic Enabler of Innovation and Sustainability Revati Ramrao Rautrao, T. S. Sanjayan, Inna Koblianska, Amol Gawande, Atul Kumar, Manjiri Joshi Green Policies and Augmented Reality in Insurtech Catalysts for Sustainability and Innovation, 2026 Augmented reality (AR) manifests itself as a transformative tool in the rapid insurance industry, which provides innovative solutions to increase risk assessment, the treatment of requirements, and customer involvement. This chapter examines the transformative ability of the improved reality (AR) in the insurance industry, which focuses on the strategic role of human resource (HR) leadership in conducting innovation, employee development, and stability. Through thematic analysis of secondary data derived from academic magazines, HR analysis platforms, and industry reports, the study identifies major trends, including the customer’s occupied, training and development, operation, operational efficiency, and impact on environmental ability. Conclusions show that HR professionals develop into strategic partners by taking advantage of AR to discontinue skills, increase engagement learning, handle digital changes, and improve the welfare of the employee. HR-led initiative is in line with using AR with green HRM practices, reducing organizational carbon footprints through paperless systems and external work functions. The study also emphasizes the increasing importance of interdisciplinary AR efficiency and AR-integrated learning experience platforms (LXP) in the creation of the workforce prepared for the future. By preparing HR as a catalyst for AR integration, the research presents a forward-looking model for permanent digital changes in the insurance sector.
Greening the Workplace: Evaluating the Impact of Environmental HR Practices on Employee Engagement and Organization Revati Ramrao Rautrao, A. V. Senthil Kumar, Sheetal Darekar, Sanjayan Thottapattunjalil Suseelan, G. Vanishree, Ankita Chaturvedi Prioritizing Environmental Sustainability in Local Industrial Systems, 2026 In response to increasing environmental challenges, organisations are quickly integrating stability into internal systems. The study examines Green Human Resource Management (GHRM)'s strategic role in increasing staff commitment and promoting organisational stability. Based on social exchange theory and ecological behavioural models, it evaluates the effect of green HR practices, such as environmentally focused training, green evaluation and participation initiatives, on the initiative approach and behaviour. By using a semi-practical design in two Indian IT companies, findings suggest that GHRM promotes an opinion of environmental awareness, commitment and environmental responsibility. This research advocates establishing HR as a catalyst for sustainable culture and ecological changes.
An AI-Driven VR Learning Framework Using RL-Optimized Transformer Models for Personalized English Proficiency Assessment A. Sri Lakshmi, E. S. Sharmila Sigamany, Revati Ramrao Rautrao, K. Ezhilmathi, Dr. Bhuvaneswari Pagidipati, Elangovan Muniyandy, Dr. Adlin Sheeba International Journal of Advanced Computer Science and Applications, 2026 Effective English language learning demands adaptive, interactive, and flexible instructional support, which traditional e-learning systems and existing AI tutors struggle to provide due to limited immersion, static feedback mechanisms, isolated task structures, and the absence of robust reward-driven learning strategies. Although prior studies on VR-based learning environments and Natural Language Processing (NLP) have reported enhanced learner motivation and engagement, most existing solutions suffer from fixed task sequencing, limited real-time linguistic intelligence, and inadequate grammar and pronunciation correction capabilities. To address these challenges, this study proposes a Virtual Reality–based architecture named the Self-Evolving Neural Intelligence Tutor (SENIT), driven by Curriculum Reinforcement Learning and Hierarchical Adaptive Weighting. SENIT integrates a fine-tuned T5 transformer for grammar refinement and prosody-aware feedback, while a reinforcement learning agent dynamically adjusts task difficulty and lesson progression based on learner performance. Developed using Python and TensorFlow and deployed within a Unity3D VR environment, SENIT enables realistic conversational simulations and multimodal learner assessment. Experimental evaluation on a dedicated VR English Learning Dataset demonstrates grammar and pronunciation accuracy improvements of 90% and 81%, respectively, outperforming existing models by approximately 12 percentage points. Additionally, learners achieved notable fluency gains and high engagement scores, highlighting SENIT’s effectiveness in delivering personalized, immersive language learning experiences.
A Synergistic Mobile Informatics Framework for Proactive Chronic Disease Prognostication and Therapeutic Optimization R. Hari krishna, A. V. Senthil Kumar, Revati Ramrao Rautrao, R. V. Suganya, Kalpana Sukumar, S. Nagakishore Bhavanam, Indrarini Dyah Irawati, Shallu Sehgal, Neeru Sidana Innovation and Transformation of Public Health, 2025 Chronic diseases significantly contribute to global morbidity and mortality, highlighting the need for advanced solutions . This project introduces a Synergistic Mobile Informatics Framework, integrating real-time data acquisition, predictive analytics, and personalized treatment recommendations for proactive chronic disease management . Leveraging wearable devices, mobile apps, and cloud-based machine learning, the framework enables continuous health monitoring, early detection of disease exacerbations, and tailored interventions . By analyzing physiological, behavioral, and environmental data in real time, advanced predictive models identify high-risk trends, triggering early alerts for patients and healthcare providers . These alerts reduce complications, hospitalizations, and healthcare costs . This approach fosters collaboration between patients, providers, and technology, empowering individuals to manage their health effectively while transforming chronic disease care through precision, efficiency, and innovation .
Educating Tomorrow's Leaders: Satisfaction Attitudes and Behavioral Outcomes of PGDBM Students Revati Ramrao Rautrao, A. V. Senthil Kumar, Amol Gawande, Atul Kumar, Sanjayan Thottapattunjalil Suseelan Innovations and Challenges in Student Engagement in Higher Education, 2025 This will greatly affect the nature of management education for future leaders. Understandably, students who graduate from the PGDBM program are better positioned to cope with the corporate structure of modern organizations. Additionally, benchmark research examines factors such as student interest, respect for attitudes towards the professional education market, and subsequent professional practices All of these factors can improve the educational process, and inform students this kind of improvement is well understood. Among the most obvious behavioral changes is the development of leadership skills. This study contributes to the understanding of what constitutes effective career education by examining different aspects of PGDBM students – their attitudes, behavioral outcomes, and satisfaction. The evaluation examines the effects of relevant curriculum, staff engagement, student learning experience, and motivation from the institution.
Case studies in waste management Revati Ramrao Rautrao, Nikita S. Nille, Manu Vallabh Mishra, Shalini Sivasamy, Anumaan Whig Sustainable Solutions for Environmental Pollution Urban Sustainability and Education for Waste Management, 2025
Sustainable waste management and circular economy Revati Ramrao Rautrao, Nikita S. Nille, Manu Vallabh Mishra, Shalini Sivasamy, Himanshu Gupta, Anumaan Whig Sustainable Solutions for Environmental Pollution Urban Sustainability and Education for Waste Management, 2025
Deep Learning-Based Performance Evaluation System for Workforce Productivity Dharmananda M, Revati Ramrao Rautrao, Swathi Agarwal, Bhuvaneshwari. V, Neeraj Chopra, Jayanth H Proceedings Iceconf 2025 2025 2nd International Conference on Artificial Intelligence and Knowledge Discovery in Concurrent Engineering, 2025
GenAI:Opportunities, Disruptions, and the New Learning Paradigm Sajad Ahmad Mir, Navneet Saini, A. V. Senthil Kumar, Nasir Ahmad Ganaie, Revati Ramrao Ramrao Rautrao, Anita Choudhary, Shallu Sehgal, Aditi R. R. Khandelwal New Media Applications in Digital Education, 2025
Role of hr trends in corona-crisis management and organizational sustainability readiness International Journal of Advanced Science and Technology, 2020
RECENT SCHOLAR PUBLICATIONS
Robo-Advisors and Artificial Intelligence in Human Resources Management: Revolutionizing HR S Taneja, S Gupta, G Lakhera, M Kukreti, E Özen CRC Press , 2026 2026
Gamification Learning ST Suseelan Transforming Teaching with AI and Digital Tools: Methods, Platforms, and … , 2026 2026
CritiqueCrew: Orchestrating Multi-Perspective Conversational Design Critique X Chen, J Zhou, Y Shu, R Wang, Q Liu Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems … , 2026 2026 Citations: 1
Developing Emotion-Centric AI Agents to Facilitate Empathetic Conversations During Employee Conflict Resolution Processes S Kosuri, RR Rautrao, B Sampath, G Kaur 2026 International Conference on AI Innovations and Industry (ICAIII), 1-6 , 2026 2026
Green Policies and Augmented Reality in InsurTech: Catalysts for Sustainability and Innovation S Trivedi, PK Dutta, C Ananth, A Kumar Emerald Group Publishing , 2026 2026
The Future of Augmented Reality in the Insurance Industry: HR as a Strategic Enabler of Innovation and Sustainability RR Rautrao, TS Sanjayan, I Koblianska, A Gawande, A Kumar, M Joshi 2026
Federated Learning and Blockchain-Enabled IoT Framework for Next-Gen Human Resource and Hybrid Portfolio Management NR Kumar, G Manikandan, RR Rautrao, A A, KR Kumar, R Devi IEEE 2025 2nd International Conference on Artificial Intelligence and … , 2026 2026
Federated Learning Architectures: Centralized Versus Decentralized Models in HR RR Rautrao, AVS Kumar, OS Saleh, ID Irawati, AA Gawande, ... The Convergence of Federated Learning and Healthcare 5.0 and Beyond: A New … , 2026 2026
Federated Learning Architectures: Centralized Versus Decentralized Models TS Sanjayan The Convergence of Federated Learning and Healthcare 5.0 and Beyond: A New … , 2026 2026
Digital Influencer Strategies and Algorithmic Personas: A New Frontier in Employer Branding and Human Resource Engagement AVSK Revati Ramrao Rautrao Strategies, Dynamics, and Societal Impacts of Digital Influencer Marketing, 30 , 2026 2026
Sustainable Resource Management in Virtual Worlds RR Rautrao, TS Sanjayan Green Metaverse: Fuzzy Logic Approaches to Sustainable Virtual Worlds, 1-15 , 2026 2026
Revitalising STEM Education With Iterative and Human-Centred Learning Approaches RR Rautrao, AVS Kumar, ST Suseelan AI, Digital Learning, and Human-Centered Innovation in Education, 259-288 , 2026 2026
Integrating AI Models With Synthetic Biology for Plant Epigenetic Regulation RV Suganya, A Punitha, AVS Kumar, RRR Rautrao, KRSS Rao, ... Evolutions in Technology, Innovation, Adaptation, and Discovery, 327-366 , 2026 2026
Gamification Learning for Urban Educational Challenges: A Mixed-Methods Quasi-Experimental Study in PGDM Programs SK AV, RR Rautrao, ST Suseelan, N Bhavanam, SR KRS, NA Ganaie Transforming Teaching with AI and Digital Tools: Methods, Platforms, and … , 2026 2026
GenAI: Opportunities, Disruptions, and the New Learning Paradigm SA Mir, N Saini, AVS Kumar, NA Ganaie, RRR Rautrao, A Choudhary, ... New Media Applications in Digital Education, 339-362 , 2026 2026
A Synergistic Mobile Informatics Framework for Proactive Chronic Disease Prognostication and Therapeutic Optimization AVS Kumar, RR Rautrao, RV Suganya, K Sukumar, SN Bhavanam, ... Innovation and Transformation of Public Health, 309-336 , 2026 2026
Collaboration Business Models and Frameworks in Federated Learning RR Rautrao, AVS Kumar, ST Suseelan Adversarial AI and Data Poisoning in Federated Learning, 435-458 , 2026 2026
An AI-Driven VR Learning Framework Using RL-Optimized Transformer Models for Personalized English Proficiency Assessment. A Lakshmi, ES Sigamany, RR Rautrao, K Ezhilmathi, B Pagidipati, ... International Journal of Advanced Computer Science & Applications 17 (1) , 2026 2026
Greening the Workplace: Evaluating the Impact of Environmental HR Practices on Employee Engagement and Organization GV Ankita Chaturvedi Revati Ramrao Rautrao, A. V. Senthil Kumar, Sheetal ... Prioritizing Environmental Sustainability in Local Industrial Systems, 247 - 276 , 2026 2026
Sustainable waste management and circular economy RR Rautrao, NS Nille, MV Mishra, S Sivasamy, H Gupta, A Whig Sustainable Solutions for Environmental Pollution, 565-587 , 2026 2026 Citations: 3
MOST CITED SCHOLAR PUBLICATIONS
Kepemimpinan sekolah dalam situasi krisis Covid-19 di Indonesia A Murfi, I Fathurrochman, A Atika, NS Jannana MANAGERIA: Jurnal Manajemen Pendidikan Islam 5 (1), 119-136 , 2020 2020 Citations: 97
AI-Oriented Competency Framework for Talent Management in the Digital Economy: Models, Technologies, Applications, and Implementation A Khang, KC Rath, BK Mishra, RR Rautrao, LP Panda CRC Press , 2024 2024 Citations: 73
Digital branding in the marketing strategy of enterprises К МЕДВЕДЄВА Scientia fructuosa 149 (3), 33-43 , 2023 2023 Citations: 31
Future directions and challenges in designing workforce management systems for industry 4.0 A Khang, KC Rath, BK Mishra, RR Rautrao, LP Panda AI-Oriented Competency Framework for Talent Management in the Digital … , 2024 2024 Citations: 23
Role of HR Trends in Corona-Crisis Management and Organizational Sustainability Readiness MRRR Chetan Choudhari, Dr. Vidya Nakhate International Journal of Advanced Science and Technology 29 (6s), 2278-2286 , 2020 2020 Citations: 14
Adaptability as a Key Competency D Mandlik, RR Rautrao, N Nille Flexibility and Emerging Perspectives in Digital Supply Chain Management … , 2025 2025 Citations: 12
Challenges and Solutions in Agile Software Development: A Managerial Perspective on Implementation Practices. G LS, YA Baker El-Ebiary, BS Rao, RR Rautrao, TS Mastan Rao, ... International Journal of Advanced Computer Science & Applications 16 (3) , 2025 2025 Citations: 9
Sustentabilidade em tempos de pandemia (covid-19):(covid-19) A de bem Machado, MF Richter RECIMA21-Revista Científica Multidisciplinar-ISSN 2675-6218 1 (2), 264-279 , 2020 2020 Citations: 8
Competency assessment for OR-Covid-19 SR Velu, S Gopinathan, M Raman Journal of Humanities and Social Sciences Research 2, 111-130 , 2020 2020 Citations: 7
Exploring the intersection of technology and education: Artificial intelligence in language learning and communication R Pradhan, SA Khan, A Jegu, P Kavitha, RR Rautrao, MP Valavan 2024 international conference on intelligent systems and advanced … , 2024 2024 Citations: 4
Sustainable waste management and circular economy RR Rautrao, NS Nille, MV Mishra, S Sivasamy, H Gupta, A Whig Sustainable Solutions for Environmental Pollution, 565-587 , 2026 2026 Citations: 3
AI-Driven Talent Acquisition: Predicting Employee Success in Indian Public Sector Recruitment M Karthik, P Malhotra, RR Rautrao, G Manikandan, M Indrapriya, M Tiwari 2025 International Conference on Intelligent Computing and Knowledge … , 2025 2025 Citations: 3
Challenges and Role of Innovation, Entrepreneurship, and Startup for Economic Growth of India in the 21st Century DRR Rautrao Advances in Consumer Research 2 (4), 2323-2338 , 2025 2025 Citations: 3
GENDER INEQUALITY AND ITS EFFECTS OF WOMEN’S STATUS NDH Thu, R Sundar Raj, C Le Quyen, NTT Thi, P Lebailly World Women Conference IV , 2022 2022 Citations: 3
Decentralizing Talent for Sustainability in BlockChain V Sharma, M Gupta, N Arora, A Rocha Blockchain's Transformative Potential of Financial Technology for … , 2024 2024 Citations: 2
Importance of HR Analytics: A Support System for Organizational Growth N Nille, RR Rautrao, A Kadam-Yadav, M Joshi Journal of Management Research 16 (2), 105-114 , 2024 2024 Citations: 2
Decentralizing Talent for Sustainability in BlockChain V Sharma et al. ,Revati Ramrao Rautrao Blockchain’s Transformative Potential of Financial Technology for … , 2024 2024 Citations: 2
Artificial Intelligence in HR Practices Used for Employer Branding : The New Age MRR Rautrao Studies in Indian Place Names 40 (60), 1658-1669 , 2020 2020 Citations: 2
Micro-moments, the new approach to connect with customers KP Bhimrao, RR Rautrao JournalNX, 241-245 , 2020 2020 Citations: 2
Publications
Research publications in Scopus Indexed, UGC CARE, and Peer Reviewed journals related to HRM, Organizational Behavior, Sustainability, AI in Workforce Management, English Literature, and Education.
60+ Research Papers
10 Book Chapters (3 In Procees)
Total Book Chapters Published/Accepted: 54+
GRANT DETAILS
Engaged in collaborative research projects, publication initiatives, and academic development activities at national and international levels.
RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)
13 Patents
10 Copyrights
CONSULTANCY
Provided academic and research consultancy in the areas of Human Resource Management, Organizational Behavior, Research Methodology, Sustainable Development, AI in Workforce Management, Communication Skills, and Higher Education. Also contributed to research publications, conference coordination, FDPs, student mentoring, project guidance, and curriculum-related academic activities.
Industry, Institute, or Organisation Collaboration
Collaborated with academic institutions, research organizations, conference bodies, and publishers for interdisciplinary research, conferences, publications, FDPs, workshops, and academic development activities. Associated with institutions such as Sinhgad Institute of Business Administration and Research, Dr. D. Y. Patil B-School, JSPM’s JSCOE, Balaji Institute of Management and Human Resource Development, and international conference and publication platforms including Springer Nature, Elsevier, IEEE, Taylor & Francis, and IGI Global.
INDUSTRY EXPERIENCE
Worked in the financial and commodity trading sector as a Sub-Broker and Authorized Person at Ventura Commodities Pvt. Ltd. and BMA Wealth Creators, Pune, from 2013 to 2016 with 3.5 years of industry experience in client relationship management, financial services, trading operations, and business communication.
STARTUP
Actively involved in entrepreneurship awareness, innovation, startup ecosystem discussions, and research related to entrepreneurship development, digital transformation, AI-driven business models, and sustainable business practices. Contributed to academic research and conferences focusing on startup culture, innovation management, and entrepreneurial skill development.
SOCIAL, ECONOMIC, or ACADEMIC BENEFITS
Contributed to academic excellence through research publications, book chapters, conferences, student mentoring, and interdisciplinary research activities. Research work supports sustainable development, AI-driven workforce practices, educational innovation, women empowerment, entrepreneurship development, and organizational growth. Academic contributions also promote knowledge sharing, skill enhancement, ethical practices, and awareness of emerging technologies for societal and economic development.
