Volume 13 | Issue 4 |

 Abstract

Eco-conscious branding has emerged as a powerful strategy for businesses seeking to build consumer trust and loyalty. As environmental concerns continue to shape consumer preferences, brands that prioritize sustainability are gaining a competitive edge. Consumers are increasingly drawn to companies that demonstrate a genuine commitment to eco-friendly practices, such as sustainable sourcing, ethical production, and transparent communication. Research suggests that eco-conscious branding not only influences purchasing decisions but also fosters long-term trust and engagement. By integrating sustainability into their brand identity, businesses can create meaningful connections with environmentally conscious consumers while contributing to a greener future. Eco-conscious branding has become a defining factor in consumer trust and purchasing decisions. As environmental concerns continue to shape global markets, businesses are increasingly adopting sustainable practices to align with consumer expectations. Research suggests that eco-conscious branding influences consumer perceptions by fostering trust, loyalty, and engagement. Companies that prioritize transparency in their sustainability efforts--such as ethical sourcing, eco-friendly packaging, and carbon footprint reduction--tend to build stronger relationships with environmentally conscious consumers. Additionally, social media and digital marketing play a crucial role in amplifying eco-conscious branding, allowing brands to communicate their sustainability initiatives effectively. As the demand for sustainable products grows, businesses must integrate authenticity and innovation into their branding strategies to maintain consumer trust and long-term success

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Key Word: Environmental, Sustainable must integrate

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APTMS and GPTMS have been modelled using SwissADME web tool and physicochemical, pharmacokinetics, drug-likeness and medicinal properties were studied. The results show that APTMS and GPTMS possess high gastrointestinal (GI) absorption and GPTMS especially shows blood brain barrier (BBB) permeation. Both exhibit good bioavailability score and great synthetic accessibility.

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APTMS, GPTMS, Pharmacology, SwissADME web tool and ADME properties

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Abstract: This paper examines the impact of students' learning styles on their academic achievement, specifically within high school environments where the mother tongue is the medium of instruction. The study aims to identify how visual, auditory, and kinesthetic learning preferences influence students' performance in subjects taught in their native language. By analyzing academic records and learning style inventories from a sample of high school students in government schools of Andhra Pradesh, the research highlights a positive correlation between learning style compatibility and improved academic outcomes. The study concludes that when instruction aligns with a student's learning preference and is delivered in the mother tongue, academic performance significantly improves. The paper recommends the integration of multi-sensory teaching methods and supports the inclusion of mother tongue-based education in secondary schools.

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Learning styles, academic achievement, mother tongue, high school education, instructional strategies

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Smart home technology has gained popularity in recent years. Data security, automated decision-making for IoT-based devices, identity theft, and device security are some of the major issues associated with smart homes. A reliable and safe smart home solution with automated decision-making and systematic features is still desperately needed, even though current home automation systems attempt to address these problems. The smart home system suggested in this study the use of smart technology to automate and regulate home systems and appliances in order to improve comfort, convenience, and energy efficiency is known as home automation. Using their smart phones or voice commands, homeowners can now remotely monitor and control equipment like lights, thermostats, security cameras, and even kitchen counters. Home automation systems provide a smooth integration of technology into daily life, from scheduling tasks to reacting to changes in the surroundings. In order to enable safe, decentralized, and reliable authentication and identification of IoT devices, we have used cutting-edge block chain technology.

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Internet of Things (IoT), Smart home, IoT based Automated, Home Automation System.

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The role of the Indian judiciary in enforcing human rights has been central to the development of constitutional jurisprudence in India. Since the adoption of the Constitution in 1950, the judiciary has played a crucial role in upholding the human rights of citizens through the interpretation of constitutional provisions, particularly Part III on Fundamental Rights. This paper explores the ways in which the judiciary has safeguarded human rights, focusing on constitutional safeguards, judicial interpretation, and the mechanisms for accountability in India's complex legal landscape. The judiciary has interpreted the Constitution expansively, ensuring that human rights protections extend beyond mere statutory provisions to include social, economic, and cultural rights, often derived from the Directive Principles of State Policy (DPSPs) and international law. In its role as the final interpreter of the Constitution, the judiciary has consistently interpreted human rights provisions to cover a wide range of rights, including the right to life (Article 21), freedom of speech (Article 19), and equality before the law (Article 14). Landmark judgments such as Maneka Gandhi v. Union of India (1978), Kesavananda Bharati v. State of Kerala (1973), and Vishaka v. State of Rajasthan (1997) have expanded the scope of constitutional rights, thereby strengthening India's human rights framework. The judiciary's mechanisms for ensuring accountability are also critical, including the Public Interest Litigation (PIL) process, which has allowed marginalized groups to approach courts for enforcement of their rights. However, challenges persist in ensuring full protection, especially in a context of political, economic, and social complexities. This paper critically examines these issues, offering insights into how the judiciary contributes to a vibrant democracy, guarantees justice, and ensures accountability in the protection of human rights.

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Indian Judiciary, Human Rights, Constitutional Safeguards, Judicial Interpretation, Accountability.

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This our project focuses on use of air on highway divider with the help vertical axis wind turbine. When the vehicle passed on the highway it produces a considerable amount of air due to its speed. This air tangentially strikes on the blade of the vertical axis wind turbine and its makes a rotation of the turbine in only one direction. The solar system is used to generate electrical energy and also installed in a way that it diverts the vehicle air towards the turbine. The generator with the gear mechanism is connected to the shaft of the vertical axis wind turbine to generate electricity. The electrical output of vertical axis turbine and the solar system is stored in a battery.

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HIGHWAY WIND TURBINE

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Inefficient energy control means that traditional tea processing machines waste too much electricity, resulting in high operational costs and resources waste. Error detection is manually delayed, leading to machine downtime, reduced productivity and increased maintenance costs. There is no real-time monitoring and prediction mechanism, resulting in electromechanical failures and electrical fires. The developed system combines IoT, intelligent sensors and adaptive control to efficiently optimize the energy consumption of the tea industry. Predictive analyses identify anomalies, promote timely interventions, and minimize energy waste for green tea production. IoT-based automation facilitates real-time monitoring, anticipated maintenance, and remote access for increased efficiency and reliability. AI-controlled data analysis reveals an understanding of behavioural patterns so that factory managers can make clear power optimization decisions. The integration of forecast expectations, real-time data recording and automated control systems provides a more sustainable and energy efficient tea production process in line with global initiatives for intelligent industry transition and energy saving

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IOT-based automation facility, AI-controlled data analysis, intelligent industry transition

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In today's competitive and rapidly evolving world, choosing the right career path is a frustrating task for many students, often leading to confusion and regret. As the students are going through their academics, they need to realize their capabilities and check their areas of interest so that they will decide which career is best suited for them. Many students choose their careers simply because their friends are choosing the same path or under their family pressure. The system is an innovative platform aimed to guiding secondary-level students in making well-informed career decisions. The system will help students by providing them right career recommendations based on students' interests, skills, and aptitude test outcomes. The platform not only offers career suggestions but also provides detailed insights into various educational pathways, helping students understand the steps needed to achieve their career goals. Additionally, it features a user friendly interface that allows students to explore suitable college options based on their field of interest and location. This system will also be focusing on the way we are using prediction algorithms to recommend career to students by identifying the attributes. The proposed system serves as a one-stop career counseling platform, equipping students with the necessary tools to explore their career opportunities and make informed decisions about their future.

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Career Counseling, Web Application, Career Guidance, Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP).

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AI Doctor 2.0 is an AI-based diagnostic framework that integrates both voice and vision inputs to simulate intelligent real-time doctor-like consultations. The system uses OpenAI's GPT and Vision models for understanding natural language and interpreting medical images like Xrays or skin rashes. ElevenLabs API is used to generate human-like speech for voice-based diagnosis feedback. The platform allows patients to describe symptoms through speech or upload an image, which is then analyzed using pretrained AI models. Voice input is processed via speech-to-text conversion, and images are encoded and analyzed using a multimodal large language model. The AI returns a diagnosis, which is both displayed and read out to the user, increasing accessibility. The system is implemented using Python, Flask/FastAPI, and Gradio, allowing real-time interaction and easy deployment. Testing included real-world inputs to evaluate system accuracy, performance, and output quality. The results demonstrate the effectiveness of combining NLP and vision analysis in healthcare applications. This framework can be extended to include multilingual support, medical report generation, and IoT health device integration in future versions. AI Doctor 2.0 serves as a promising step towards accessible, intelligent, and scalable AI-powered digital healthcare platforms for remote diagnosis and primary consultation support

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Voice-based diagnosis, Medical image analysis, Artificial Intelligence (AI), OpenAI API, ElevenLabs, Deep learning, Speech-to-text, Vision AI, Multimodal input, Text-to-speech (TTS), Flask, Gradio, Real-time healthcare, Diagnosis automation, Python, Remote medical consultation

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The Public Distribution System (PDS) in Kerala Plays a crucial role ensuring food security for rural households by providing essential food grains and commodities prices.. Kerala has the unique distinction of being the forerunner among states in establishing universal PDS, ensuring equity and social justice. The introduction of the Targeted Public Distribution System (TPDS) in 1997, replacing the universal food distribution system, was a major policy shift in the wake of globalization. While the TPDS provided subsidized food grains to BPL families, several equally deserving APL families were thrown out of the scheme. Though the PDS ensured food grains to every deserving family in the state, the distribution system remained leaky. There was insufficient mechanism to monitor the off- take system. Mismanagement, corruption and bureaucratization were rampant during the earlier regime. The AePDS has radically transformed the rationing system in Kerala. The present study examined the efficiency and effectiveness of the Aadhar Enabled Public Distribution Mechanism (AePDS) established in 2015. Through the study, the author attempted to unravel the accessibility of PDF, service delivery satisfaction, and efficacy of the electronic system developed for the purpose. A select number of authorised ration dealers from Ernad Taluk of Malappuram district were studied. The study was completed by selectively incorporating quantitative as well as qualitative data. The Researcher conducted in-depth interviews with ration card holders, shop owners, and taluk-level officials of the AePDS.

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 Keywords

Food Security, Public Distribution System, Fair Price Shop, Rural Food Insecurity

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