Volume 12 | Issue 11

 Abstract

This research paper investigates employee competency mapping within non-banking financial companies (NBFCs), focusing on Tricolour Financial Services Private Limited (TFSPL) in Coimbatore. The study evaluates the current competency levels of employees, assesses the effectiveness of training programs, and identifies areas for improvement in recruitment and selection processes. Utilizing a structured questionnaire, data was collected from 118 respondents across various roles and departments. The analysis employs statistical techniques such as ANOVA and Chi-square tests, revealing significant gaps in competency mapping practices and highlighting the need for enhanced training and development initiatives. The research concludes with actionable recommendations for TFSPL to refine its competency mapping framework.

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Competency mapping, NBFC, HR, Employee

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????????????? ?????? ? ?????? ??? ????????? ?????? ???? ??. ???????, ?????? ?????? ??? ??? ???? ?? ????? ?????????? ????? ?????? ???, ????????????? ???????? ??? ?? ????? ????? ??. ?????? ???????? ???????? ?????? ??????? ??? ??, ????? ??? ?? ??????? ????? ????-???????????? ?????? ??????? ??????? ????????? ?????? ??. ??????? ????????????? ?????? ??????? ????? ? ???????? ????? ??? ?????? ??, ????? ?? ????????? ?????? ?????? ?? ???????? ????? ?? ??. ??????? ????????????? ?????? ? ?? ????????? ??? ?????? ????? ?? ????? ??????, ?????????, ???????????? ????????, ?????? ?????? ??? ???????????????? ???? ????? ????????? ?????? ??? ??. ???? ???? ?????????? ??? ????????? ?????????? ???????? ???????? ??? ???? ???? ?????????? ??????? ?????????? ???????? ????? ??????? ?????, ?????? ??????? ??? ???????? ????????? ?????? ??? ??. ??????? ???? ?????? ?? ???? ?????? ??? ?? ????? ?????? ?????? ???? ????? ??????? ??? ??????? ???? ???.

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????????????? ??????, NEP-2020??? ????????????? ?????? ????????????? ??????????????

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This research paper examines the crucial role of safety regulations in the chemical industry, emphasizing the need for stringent safety practices due to the hazardous nature of chemical manufacturing and processing. It highlights the challenges faced by the industry in maintaining compliance with regulatory standards and the integral role that SAP EH&S and other SAP solutions play in managing safety, regulatory compliance, and risk management. By leveraging SAP's capabilities, chemical industries can improve safety performance, ensure regulatory adherence, and optimize operational efficiency. The study concludes with insights on the benefits and future outlook of SAP-based safety management systems.

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Chemical Industry, Safety Regulations, SAP EH&S, Regulatory Compliance, Risk Management, Safety Management Systems, Operational Efficiency.

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The study analyzed the child-friendly local governance in the Municipality of Victoria, Tarlac along with: Survival, Development, Protection, Participation, and Governance using quantitative descriptive research design. Based on the data gathered and analyzed by the researcher the following findings were drawn from the study. First, the percentage of Fully Immunized Children (FIC) declined in 2022 indicating potential flaws in the LGU's vaccination campaigns among children aged 12 months. On the other hand, the rate of malnutrition did not change from 2021 to 2022 indicating that more effort has to be done by the local government officials to address children's food insecurity in order to improve their nutritional status. Second, From the two thousand sixty-two (2,062) population of children aged three (3) to four (4) years in the municipality, only 14.21% percent of them were enrolled in ECCD. Also, the municipality of Victoria managed twenty-eight (28) cases of Children in Need of Special Protection (CNSP), attained a score of 7.00 in case management report preparation with a corresponding ratio of 100 percent (100%) from 2021 to 2022, and established one (1) referral network. Fourth, the child representatives in the municipality were selected by virtue of Executive Order No. 5 Series of 2022 and through the Children's General Assembly. Lastly, for 2021 to 2022, the children's database received a score of 5.00, the Annual Local State of Children Report received a consistent rating of 2.00, and the budget allocation obtained a remark of three million six hundred twenty-six pesos (-3,626,000). In line with this, recommendations such as: appeal to the national government to prioritize uninterrupted delivery of immunization schedules and basic health nutrition care services in line with the Department of Health (DOH) Memorandum No. 2020-0150; Strictly enforcing the Milk Code which forbids the unethical promotion of milk formula; sufficient funding be allotted for Barangay Health Stations and Rural Health Units; Investments in education to deliver services reaching the children who need it most may be recognized by the government; and expand the opportunities available for OSCY programs where there is insufficiency, alternative education strategies including the use of Information and Communication Technology (ICT) should be explored were drawn.

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Child Friendly, Local Governance

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Creative Commons Attribution 4.0 and The Open Definition

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?????? ???? ?? ????? ???? ????? ?? ??????? ?????? ??????? ???????? ???, ????? ???? ?????? ?????????? ?? ?????????? ?? ???????? ???????? ??? ????? ?? ???? ???? ?? ??? ???? ?? ???????? ?? ????? ?????? ?? ??? ???????, ???????? ?? ????????? ?? ???? ???? ??, ???? ?? ???? ?? ??? ?? ???? ?? ???? ?? ????? ???? ?? ???????? ???? ?? ???? ????? ???? ?? ?????? ???? ?? ?????? ???????? ?? ??????? ?? ?????? ??? ?? ??? ???? ?? ???????? ?????? ???? ?? ????? ???? ?? ??? ???????, ????????, ?? ????????? ?? ??????? ???? ???? ??? ?? ?????? ?? ???????? ?? ???? ????? ???? ?? ?????? ???? ?? ??? ???????? ?? ?????? ?? ?? ??? ?????? ????? ???? ??-????? ?? ?????? ????? ????

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??? ????:- ?????? ????, ????? ????, ???????, ???????, ???????

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The banking sector is a cornerstone of modern economies, and employee engagement and organizational commitment are crucial to its success. In this context, Quality of Worklife (QWL) and Organizational Commitment (OC) are two critical factors that can influence employee performance, satisfaction, and retention. This research article explores the relationship between QWL and OC among employees in the banking sector, focusing on how QWL dimensions such as work environment, job security, work-life balance, and career development opportunities impact employees' commitment to their organization. The findings highlight the significance of fostering a high-quality work environment for enhancing organizational commitment and, by extension, improving overall performance in the banking sector.

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Quality of worklife, organisational commitment, women employees, banking sector

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This case study dwells on the usage of Aritificial intelligence techniques like speech to text and advanced machine learning to identify a problem related to high volume of calls coming to a call center related to a billing issue. The case study describes in detail the business problem and how the data sources were identified and selected, how the data preparation was done after data cleaning. Finally suitable machine learning algorithms were used to build the propensity models and get them ready for real time inference. The model was deployed on AWS Sagemaker as an end point. This model was used to generate the Next Best action(NBA) for the customer query

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Keywords: Propensity Modelling,Call center,AI, Logistic Regression,Random Forest,Gradient Boosting,NBA

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Ayurveda adopts a dynamic and innovative approach to health, emphasizing individualized care both in managing health and treating diseases. It is a comprehensive health science that not only covers knowledge about the body and diseases but also promotes healthy living, or "Swastha". A key contribution of Ayurveda is the concept of Maana-Pramana, which includes various measurement techniques such as Anjali Pramana and Anguli Pramana. The Swa-Anguli (one's own finger's breadth) serves as a unit of measurement for body parts and structures. The significance of Pramana is evident in Ayurveda's core principles, as the Mana/Pramana of Hitayu, Ahitayu, Sukhayu, and Dukhayu forms the foundation of Ayurvedic practice. Pramana Shareera can be seen as a scientific tool for research, valuable not only in diagnosing diseases (Roga) and evaluating patients (Rogi) but also in supporting the scientific validity of Ayurveda. In modern science, Pramana Shareera corresponds to Anthropometry, which focuses on physical measurements such as height and age. Anthropometry also examines the human body's components, including bones, adipose tissue, and muscles, and assesses their correlation with systemic and lifestyle disorders.

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Pramana Shareera , Anjali Pramana ,Anguli Pramana , Anthropometry

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Research related to digital literacy has grown exponentially in recent years. Its importance is that some scholars suggest that digital skills are a prevention tools against risks of digital technologies. Individuals of the 21st century have been encountering digital devices in every aspect of life. "Digital technologies have become unavoidable elements of political life of everyday consumption of social relations and indeed of community and public pedagogy and learning. Simply childhood, 'Development' and learning have changed in unprecedented ways that researchers and teachers are struggling to come to grips with" (Luke, 2012, 9). The concept of digital literacy as it is now was introduced by Paul Gilster (1997). In fact, Gilster was not the first person to use "digital literacy". He refers to digital literacy as the ability to retrieve and use information from various digital sources without being concerned about different competence lists mostly criticized for being restrictive (Koltay, 2011, 216). We could define digital literacy as the awareness, attitude and ability of individuals to appropriately use digital tools and facilities to identify, access, manage, integrate, evaluate, analyze and synthesize digital resources, construct new knowledge, create media expressions and communicate with others in the context of specific life situations in order to enable constructive social action and to reflect upon this process. We could say that digital literacy is composed of other illiteracies. For example, the ability to identify and analyze information in a digital environment would be related to information literacy.

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Digital literacy, digital skills, literacy practices, digital media, development.

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Creative Commons Attribution 4.0 and The Open Definition

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In recent times, as technology progresses, Centralized cloud storage represents a transformative approach to enhancing file storage and resource sharing with notable efficiency. However, despite its convenience, it faces certain challenges, including high cost margins, file security concerns, limited network bandwidth availability, and the risks associated with single-party control. To address these limitations and improve storage efficiency, the adoption of decentralised file storage is proposed, incorporating appropriate incentives for both data owners and disk space providers.

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Blockchain, File Storage, Data Owners, Disk Space Owners

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Credit card fraud remains a persistent challenge in the financial industry, impacting both consumers and institutions through financial losses and reputational damage. With evolving fraud techniques, there is an urgent need for robust, data-driven detection solutions. This paper explores predictive modeling for credit card fraud detection using various machine learning algorithms including logistic regression, decision trees, random forests, and neural networks. By analyzing historical transaction data, these models identify patterns and anomalies associated with fraudulent behavior. The study evaluates model performance using metrics such as accuracy, precision, recall, and ROC curve analysis to assess real-time fraud detection capabilities. Our findings demonstrate that predictive modeling significantly improves fraud detection accuracy while minimizing false positives. This approach not only enhances transaction security but also provides a proactive method for reducing financial losses and building trust in digital transactions. The paper also addresses current limitations, including data imbalance challenges and evolving fraud tactics, while suggesting future improvements for fraud detection systems.

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Credit Card Fraud, Logistic Regression, Machine Learning, Fraudulent Transactions.

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India, a developing country, is experiencing rapid growth in various fields, but women's status and work are declining. Crimes against women have reached their limits, with women suffering from torture, neglect, and being held responsible for their troubles. Other crimes include vulnerability, torture, violence, domestic violence, dowry harassment, and other abnormal practices. Witchcraft and witch hunting are among the serious crimes against women, with increasing frequency. This article discusses the aspects of witch and witch hunting, analyzing its causes and effects, particularly in Assam. The researchers aim to discuss about various causes and effects of witch-hunting and highlighting the judicial interpretation and the need for more effective strategies to protect women and promote gender equality.

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Witch-Hunting, gender, women, violence, gender equality.

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract This study investigates how art therapy can be used to treat mental health issues like stress, anxiety, depression, and PTSD. Through artistic disciplines such as painting, music, dance, and theater, art therapy provides a nonverbal means of expressing feelings, fostering self-awareness, and promoting recovery. The goal of the project is to develop an art therapy center that combines therapeutic requirements with architectural principles to create an environment that encourages creativity and emotional health. The research attempts to provide a thorough foundation for art therapy centers by studying case studies, existing literature, and user-centered designs. The findings highlight the need of combining therapeutic surroundings with both spatial aesthetics and utility.

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Keywords: Art Therapy, Healing Environment, Therapeutic Design, Mental Health, Art Therapy Centers, Biophilic Design, Sustainability, Therapeutic Architecture, Design Framework.

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Institutions, whether rules or organizations, play a key role in the socio-economic development of any region. They act as catalysts for enhancing efficiency and reducing uncertainty in organizational functioning. The 2024 Nobel Prize in Economics evolves around the nexus between these two terms: institutional quality and socio-economic progress. What the Nobel laureates brought to the attention of the global community is the key role played by 'institutions' in transforming the regions of the world

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Institutional Quality, Socio-economic Development, Colonialism, Democracy

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Creative Commons Attribution 4.0 and The Open Definition

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Thiazolidinones, Schiff bases, HRBC method, Anti-inflammatory.

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The Piezoelectric sensors have gained significant attention owing to their ability to convert mechanical energy into electrical signals. This paper proposes a novel application of piezoelectric sensors integrated with light-emitting diodes (LEDs) to create a responsive and energy-efficient illumination system. The primary objective of this research is to explore the feasibility and effectiveness of utilizing piezoelectric sensors to trigger LED glow in various scenarios. Overall, this research contributes to the advancement of sensor-driven illumination systems by leveraging the unique properties of piezoelectric materials. The proposed technology offers promising prospects for enhancing sensing capabilities and promoting energy conservation in various real-world applications.

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Piezoelectric Sensors, Power Generation, Non-conventional renewable energy

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A complete web-based messaging system designed to promote safe communication among businesses is the Secure Chat Application. The application, which was created as an internal data exchange tool, prioritizes user security and data privacy by providing encrypted real-time chat capabilities. The program guarantees reliable data management, safe authentication, and smooth user synchronization by utilizing Firebase as the backend. Users can engage effectively across a range of devices thanks to the front end's responsive and user-friendly interface, which is constructed with React and JavaScript. Because the application is small and compatible with most web browsers, no further software needs to be installed in order to use it.

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Secure Messaging, End-to-End Encryption, Real-Time Communication, Cybersecurity, Firebase Authentication, Data Privacy, Cross-Site Scripting (XSS), Cross-Site Request Forgery (CSRF) _________________________________________________________________________________

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Humanoid robots, designed to mimic human form and behavior, mark a major advancement in robotics and AI. This abstract explores robots that can walk, perform actions, and engage in basic conversation. With advanced sensors and algorithms, they are used in fields like healthcare, education, and service, offering human-like interactions. Despite their progress, challenges remain in autonomy and ethical concerns. Future research aims to improve their functionality for safer integration. This project presents a humanoid robot built with an ESP32 controller for walking, dancing, expressing emotions, and speaking. It uses servo motors for movement and an OLED screen to show facial expressions. Speech is processed by the ESP32 and amplified through a speaker. Powered by a 5V/6V source and assembled with custom 3D-printed parts, the robot is ideal for education, entertainment, and companionship.

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Humanoid Robots Robotics Artificial Intelligence (AI), Robot Design Autonomous, Robots ESP32 Controller Servo Motors, Walking Robot, Emotional Expression, Robot Speech, Educational Robotics, Robot Applications, Robot-Human Interaction.

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The research focuses on developing an AI Agent for Multiplayer Games Using Reinforcement Learning, emphasizing dynamic strategy adaptation in complex, interactive environments. Leveraging reinforcement learning techniques such as Deep Q- Networks (DQN), the AI agent learns optimal decision-making by interacting with the game environment, analyzing states, and receiving rewards. The project utilizes advanced methodologies like experience replay and target networks to enhance learning stability. A multiplayer game, Doom, serves as the primary testing platform, providing high- dimensional, competitive settings. Results demonstrate the agent's ability to adapt to unpredictable opponents, optimize gameplay strategies, and deliver a challenging yet engaging gaming experience. This research contributes to advancements in reinforcement learning, showcasing its potential in enhancing AI-driven gaming experiences and broader applications like simulations and autonomous systems.

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AI Agent Multiplayer Games Reinforcement Learning Deep Q-Network (DQN) Experience Replay Target Networks Dynamic Strategy Adaptation Game Environment Interaction Intelligent Decision-Making

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The human resource (HR) function plays a pivotal role in the success of organizations, ensuring the recruitment, selection, and development of talent that drives corporate goals. Proper HR practices not only align human capital with organizational objectives but also enhance employee morale and foster a sense of belonging. This study highlights the significance of effective HR management, focusing on its contributions to corporate responsibility and organizational success. Additionally, this paper is into the steel industry, a cornerstone of economic development globally and in India. With its abundant iron ore reserves and growing infrastructure demands, India is positioned as a leading producer and consumer of steel. A detailed analysis of pig iron production, demand, and availability over the years is presented, illustrating its critical role in steel manufacturing. The study also explores the evolution of India's steel industry post-liberalization, the impact of policy reforms, and the measures taken to boost growth. With rising domestic and global demand, strategic investments and policy initiatives aim to enhance India's steel production capacity and global competitiveness. The findings underscore the interconnectedness of HR management and industrial development in shaping a sustainable and thriving economy.

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Human Resource Management, Recruitment and Selection, Corporate Responsibility, Employee Morale, Steel Industry Iron Ore Reserves Pig Iron Production Steel Manufacturing, Industrial Growth, Policy Reforms, Infrastructure Development Economic Competitiveness, Liberalization, Global Steel Demand

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Creative Commons Attribution 4.0 and The Open Definition