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  1. MLNova: Interactive Learning Platform for Machine Learning.M. Abhishek - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-12.
    MLNova is a structured platform designed to bridge the gap between theoretical knowledge and practical application in machine learning. Focused on enhancing student learning, the platform offers a path for beginners to explore key concepts in data preprocessing and model evaluation. Through interactive modules, MLNova delivers prerecorded lessons and real-world projects, allowing learners to experience hands-on engagement. This paper outlines the platform’s design, methodology, and the impact of interactive learning on improving comprehension of machine learning principles. Early feedback indicates a (...)
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  2. Blended Learning to Overcome Inadequate Infrastructure.A. Arthi - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-9.
    Blended learning is a teaching approach that combines traditional in-person instruction with digital resources to create a more adaptable and accessible educational experience. This hybrid model blends the strengths of classroom teaching with the flexibility of online tools like virtual classrooms, e-books, and digital assessments, helping to overcome many of the challenges found in conventional education. Traditional education systems often face issues such as limited access to quality resources, outdated instructional materials, and inadequate teacher support, especially in remote or underserved (...)
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  3. IT System Log Analyzer.Rani Beulah - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-12.
    Ant Design (ANTD) is employed to enhance the user interface with pre-built, responsive components that streamline the design process and provide a clean, intuitive look to the application. This not only improves usability but also ensures a consistent user experience. The combination of these tools results in a robust system that enhances log management capabilities, allowing IT teams to proactively detect and address potential system issues. Future enhancements could include integrating machine learning models for predictive analytics, which would enable the (...)
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  4. Edutech For All: Bridging Gaps in Inclusive Learning.Ravi Prasad Dasu Vaman - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-10.
    This project addresses the critical need for improved compliance, governance, and conduct in the educational ecosystem for specially-abled students. While educational institutions have made progress toward inclusivity, many still lack effective frameworks to fully support these students' needs. This study assesses the current landscape by reviewing policies, analyzing institutional practices, and gathering insights from educators, administrators, and advocacy groups. Key findings indicate gaps in policy adherence, insufficient training for staff, and inconsistencies in governance models that prevent effective support for specially-abled (...)
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  5. Web/Mobile Based Tool for Mapping of Water Supply Network.Vaman Dasu - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-12.
    issues in real-time, allowing authorities to address concerns swiftly. Additionally, the integration of IoT-based monitoring, utilizing ESP32/ARDUINO devices, will enable the collection of real-time data, providing alerts on water supply status and system malfunctions. The technology stack comprises JavaScript, PHP, and PostgreSQL with PostGIS for spatial data management, emphasizing secure, scalable data handling. The platform is designed for continuous improvement through user feedback, ensuring it evolves to meet the dynamic needs of the Jal Jeevan Mission. Through innovative technology and a (...)
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  6. Analysis and Identification of Malicious Applications.Mr Kamalakar - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-12.
    The "Malware App Detection System" project enhances mobile security by detecting malicious apps through machine learning (ML) analysis of app behaviours. It examines behaviours like system calls (requests apps make to the operating system), permissions (levels of access apps have), and network connections (internet interactions). This focus on behaviour, rather than relying on specific malware signatures, enables the system to identify both known and new threats. The detection system is built using a dataset of both benign (harmless) and malicious apps, (...)
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  7. Computerized Cognitive Retraining Program.R. Kamalakar - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-13.
    . The Computerized Cognitive Retraining Program is a web-based application designed to support home-based cognitive training for children with cognitive disabilities. Cognitive disabilities often present challenges in areas such as memory, attention, and problemsolving, which can impact a child's learning and daily functioning. This project aims to provide an engaging, accessible platform for children to practice and improve these skills from the comfort of their home, under the guidance of healthcare professionals. The application enables children to engage with a variety (...)
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  8. Water Monitoring and Conservation Tool.C. H. Mahesh - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-10.
    his project focuses on developing a community-based water monitoring and conservation tool. The system allows users to track daily water consumption, receive real-time feedback on usage, and view eco-friendly tips. It integrates data visualization and eco-points for promoting conservation behavior. Built using node js, JavaScript, and Chart.js, this platform encourages users to reduce water consumption and share their achievements. The goal is to foster community engagement and sustainable water usage practices, addressing the global concern of water scarcity.
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  9. Placement Assistant.Sahoo Prasantha Kumar - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-12.
    This project aims to provide a comprehensive placement preparation platform designed for college campus placements, utilizing a modern tech stack to deliver a robust and efficient solution. Built with Node.js and integrated with MySQL Workbench for database management, this web application centralizes critical resources such as company-specific interview experiences, placement materials, preparation roadmaps, and eligibility criteria. Students can create an account and log in to access these resources, ensuring they have organized and up-to-date information to guide their preparation. With its (...)
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  10. Threat Zone of An Explosion Particularly in Oil and Gas Industries or Refineries.Sahoo Prasantha Kumar - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-10.
    The project aims to address the critical need for a robust explosion risk assessment tool in the oil and gas industry, particularly in oil and gas refinery environments where safety is paramount. Traditional methods of threat assessment are often manual, subjective, and limited in their capacity to provide real-time insights, which poses significant challenges for industry professionals in managing potential hazards. Our project leverages real-time weather data and machine learning algorithms to develop an advanced web application designed to identify and (...)
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  11. Drone Detection Using Deep Learning.L. Raj Kumar - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-15.
    This research focuses on developing an advanced UAV detection system using state-of-theart YOLOv8 and YOLOv9 models. By training these models on diverse datasets, we aim to enhance real-time detection accuracy and precision under various environmental conditions. The system is designed to improve UAV safety and minimize bird collisions. Through rigorous benchmarking, we demonstrate significant improvements in detection performance, accuracy, and computational efficiency compared to existing approaches. A user-friendly web interface, built using HTML, CSS, and Flask, provides real-time visualization of detection (...)
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  12. Real-Time Medical Image Analysis and Guidance Via Telegram Chatbot: Bridging Accessibility Gaps in Urban Healthcare.P. Shivathmika - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-12.
    Additionally, privacy and security concerns surrounding medical data are addressed by ensuring compliance with stringent data protection standards such as HIPAA and GDPR, thereby ensuring users that their medical information is handled securely and confidentially. The solution aims to improve healthcare accessibility, reduce delays in diagnosis, and provide users with greater control over their health management. This report outlines the chatbot’s design, the integration of image processing techniques, the use of machine learning models for disease identification, and the importance of (...)
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  13. Gamified Platform for Children’s Rights to Increase Legal Literacy.Ghosh Siddhartha - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-13.
    In India, the comprehension of children's rights and legal literacy among students is often hindered by traditional educational methods that fail to effectively communicate complex legal concepts. This project aims to address this gap by developing an interactive, gamified platform designed to enhance the understanding of children's rights through engaging, choice-based stories. The platform provides a dynamic learning environment where students can explore various rights by making decisions within interactive scenarios, allowing them to see the real-world implications of their choices. (...)
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  14. Justice Link: Tech-Driven Solutions for Undertrial Prisoner.K. Sreshta - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-12.
    This paper explores how technology can address challenges for undertrial prisoners in India, who often face prolonged detentions due to systemic delays and limited resources. Focusing on legal assistance, case management, and prisoner welfare, the research demonstrates how technology can improve access to justice, speed up case processing, and support inmate welfare. Secure communication tools enable prisoners to connect with lawyers, streamlining legal aid and providing timely case updates. Pilot projects show promising results, with a 30% reduction in case-processing times (...)
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  15. Wool Demand Prediction for Indian Production Companies.M. Vandan Reddy - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (10):1-10.
    Wool production industries rely heavily on accurate demand forecasting to manage supply chains and production schedules effectively. Predicting wool demand allows companies to avoid overproduction and resource wastage while meeting market needs efficiently. Traditional forecasting models often struggle with the seasonality and variability of wool demand. The ARIMA (Auto Regressive Integrated Moving Average) model, a time series forecasting technique, is particularly suited for this task due to its ability to capture both trends and seasonal fluctuations in historical data. The data (...)
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  16. Subscriber Classification Using Telecom Data by Applying Machine Learning.K. Akhileswara - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-10.
    This paper explores the implementation of a batch processing pipeline for SIM log data in the telecommunication industry using Azure cloud services. The project leverages Azure Data Lake for data storage, Azure Data Factory for automated data ingestion, and Azure Databricks for processing large volumes of data. By applying machine learning algorithms, the system identifies patterns in network usage, detects anomalies, and provides insights into customer behaviour. The results, visualized using Power BI, enable telecom operators to optimize network performance and (...)
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  17. A Mini Project Report on Introduction to Chatbot to Individual Prakriti Using Ayurvedic App.Mishra Amita - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-9.
    . The concept of Prakriti, derived from Ayurveda, is a unique blend of physical, physiological, and psychological attributes that determine an individual's constitution. Understanding one's Prakriti is essential for personalized health recommendations, lifestyle adjustments, and preventive healthcare strategies. This app helps us to know the food consumptions you need to take according to your body conditions for better health. In this app we used node js as backend and react js as our front end. We also used html css for (...)
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  18. Artificial Intelligence Driven Digitization of Cadastral Maps.C. Ashna - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-12.
    The digitization of cadastral maps plays a vital role in modern land management, facilitating efficient land administration, property transactions, and urban planning. However, many existing cadastral maps are still in paper form or stored in outdated digital formats, which are often difficult to access, process, and update. This paper presents an innovative solution utilizing Artificial Intelligence (AI) to automate the digitization of cadastral maps. By applying machine learning, computer vision, and image processing techniques, the proposed system is designed to accurately (...)
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  19. Real-Time Visibility of Dumper Load Status to Shovel Operator.J. Balaraju - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-10.
    . In the high-stakes environments of mining and construction, the efficiency of loading operations is crucial for maximizing productivity and ensuring safety. Shovel operators often rely on estimates or indirect cues to gauge the load status of haul trucks, leading to challenges such as overloading, underloading , and increased operational costs. Introducing real-time visibility for dumper load status can significantly transform this process. By equipping haul trucks with sensors and data transmission technology, operators gain immediate access to accurate load information, (...)
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  20. Human Emotion Detector.Ganesh Gaju - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-10.
    This paper presents a Human Emotion Detection system utilizing Convolutional Neural Networks (CNN). The model is trained on facial expression data to classify various human emotions such as happiness, sadness, anger, and surprise. The CNN approach allows the system to automatically learn features that distinguish different emotions. We describe the model architecture, data preprocessing, and training process in detail. Key results demonstrate the system's high accuracy in detecting emotions in real-time applications. This work highlights the potential of CNNs in emotion (...)
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  21. Enhancing Creativity and Productivity with Smart AI: A Multi-Functional SAAS Platform.Vardhan Harsan - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-11.
    "Genius AI" is an innovative SaaS platform poised to revolutionize the landscape of artificial intelligence tools. This dynamic platform integrates a diverse array of AI functionalities, including conversation generation, code generation, music generation, and video generation, all in one centralized hub. At its core, Smart AI harnesses cutting-edge machine learning algorithms and neural networks to empower users with unparalleled capabilities. The conversation generation feature enables seamless interaction with users through natural language processing, facilitating engaging and lifelike conversations. At its core, (...)
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  22. Incentive Based E-Market Place for Legal Service Providers.Vardhan Harsha - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-13.
    he accessibility and quality of legal services in India face substantial challenges, primarily due to limited transparency, high costs, and a fragmented network of service providers. This study proposes an incentive-based e-marketplace that connects citizens with a wide array of qualified legal professionals. The platform's unique model rewards high-quality service through client feedback, referrals, and professional milestones, creating a transparent, efficient, and user-friendly digital marketplace. This research paper discusses the platform’s architecture, incentive mechanisms, user interface, and initial results from user (...)
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  23. AI Enabled Water Well Predictor.A. Kalyani - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-13.
    The AI-Enabled Water Well Predictor is a machine learning-based solution aimed at accurately predicting optimal drilling locations for water wells. This project leverages artificial intelligence to analyze vast datasets, including geological, hydrological, environmental, and meteorological data, to pinpoint areas with the highest likelihood of accessible groundwater. By integrating multiple data sources, the AI model identifies patterns and correlations that are difficult to detect through traditional methods, significantly increasing the reliability of well placement predictions. In regions where water scarcity is prevalent, (...)
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  24. Analytics Based on Government Land Information System (GLIS) Data.R. Mrudula - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-10.
    The Government Land Information System (GLIS) dataset provides detailed data on land use patterns, population distribution, and demographic characteristics across all States and Union Territories. This dataset serves as an essential tool for making data-driven decisions in areas such as urban planning, infrastructure development, environmental protection, and socio-economic advancement. The goal of analysing this dataset is to uncover key insights into current land use trends and their effects on sustainable urban development. By studying land use changes, the analysis can highlight (...)
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  25. Natural Language Translation Engine for Announcements and Information Dissemination at Stations.M. Naveen Reddy - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-10.
    his paper presents a Multilingual Translation Engine designed to automate public announcements in multiple languages. It leverages Google Translate for real-time translation and gTTS (Google Text-to-Speech) for speech synthesis. The system supports over 90 languages, enhancing accessibility in transportation hubs. The engine's architecture is built using Flask for the backend, integrated with APIs to handle translation and audio generation. Additionally, the system supports custom profiles for recurring announcements. Future enhancements could include speech recognition and advanced scheduling.
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  26. Alumni Association Portal for The University/Institute.Reddy Ravula Sharanya - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-13.
    The Alumni Association platform is designed to connect alumni and current students of an educational institution. It provides tools for alumni networking, professional development, and community engagement. The primary goal is to facilitate meaningful communication between alumni and students, helping students access job opportunities, mentorship, and collaborative spaces for startup ideas. Alumni can be easily located through a search feature, enabling personalized networking. Event management tools support the organization of alumni events, reunions, and workshops, fostering ongoing involvement. Announcements and updates (...)
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  27. Application for Assessment of Quality of Textbook/ Reference Book/E-Books.Mr Sampath - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-15.
    . The quality of textbooks plays a pivotal role in shaping educational outcomes, influencing teaching effectiveness and student comprehension. This project, "Quality of Textbooks," aims to provide an accessible and reliable platform for educators, students, and institutions to evaluate, review, and select high-quality textbooks. Through a user-friendly web application, users can log in, access expert reviews, search for textbooks, and browse detailed evaluations based on content accuracy, relevance to curriculum standards, clarity of presentation, engagement level, and cultural sensitivity. The project (...)
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  28. Saferoads: Road Safety Violation Reporting System.A. Sana - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-13.
    The Road Safety Violation Reporting System is an innovative approach to improve road safety by enabling community members to report traffic rule violations. India faces over 150,000 traffic fatalities each year due to non-compliance with laws like wearing seat belts, helmets, and avoiding mobile phone use while driving. Our platform allows citizens to report violations using photographic evidence, which includes location and timestamp data. The system automates fine generation while maintaining the anonymity of the reporters, encouraging public participation in traffic (...)
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  29. Analyzing User Behaviour in Pgrkam Job Applications.Anumula Shruthi - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-12.
    The application tracks the key user behaviors, such as job searches, applications, and consumption of its content. Session length, engagement usage, and interaction trends are captured to derive actionable insights. These insights actually help with optimizing content delivery and improving the user experience. Ultimately, Job Search India is looking to help improve PGRKAM's platform by offering insight data that can help optimize content relevance and engagement among users.
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  30. De-Anonymisation Techniques for Monitoring and Tracking Illegal Cryptocurrency Using Blockchain Technology.N. Srija - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (9):1-13.
    . The Road Safety Violation Reporting System is an innovative approach to improve road safety by enabling community members to report traffic rule violations. India faces over 150,000 traffic fatalities each year due to non-compliance with laws like wearing seat belts, helmets, and avoiding mobile phone use while driving. Our platform allows citizens to report violations using photographic evidence, which includes location and timestamp data. The system automates fine generation while maintaining the anonymity of the reporters, encouraging public participation in (...)
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  31.  85
    Medicinal Plants Identification through Image processing and Machine Learning.G. Kiran Kumar - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (1):1-11.
    The project is aimed at an arduous task of precise identification of medicinal plant species with the problem being pertinent in those industries that include botany, Ayurveda, pharmacology, and biomedical research. Most of the traditional identification methods are quite serious challenges for users, researchers, and students because they are usually time-consuming, knowledge-intensive, and prone to human errors. Our proposal develops an advanced web-based application for this process by utilizing state-of-the-art methods in image processing and machine learning. We will create a (...)
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    Deep Learning - Driven Data Leakage Detection for Secure Cloud Computing.Yoheswari S. - 2025 - International Journal of Engineering Innovations and Management Strategies 1 (1):1-4.
    Cloud computing has revolutionized the storage and management of data by offering scalable, cost-effective, and flexible solutions. However, it also introduces significant security concerns, particularly related to data leakage, where sensitive information is exposed to unauthorized entities. Data leakage can result in substantial financial losses, reputational damage, and legal complications. This paper proposes a deep learning-based framework for detecting data leakage in cloud environments. By leveraging advanced neural network architectures, such as Long Short-Term Memory (LSTM) and Convolutional Neural Networks (CNNs), (...)
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