Vol. 4 No. 07 (2026): IRJAEH Vol.04 Issue 07- [JULY 2026]

Research Articles

• Machine Vision-Integrated Grey-Taguchi Optimization of Fiber Laser Drilling on Aluminum 6063: A Novel Approach for Minimizing Circularity Error and Heat-Affected Zone Simultaneously

  J. S. Satpathy, Binay Sahoo, S. S. Sahoo, P. K. Satapathy (Author)

  4553 - 4560

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• From Logs to Intelligence: Engineering Self-Healing Cloud Ecosystems with AI-Powered Observability

  Alok Gupta (Author)

  4561 - 4575

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• Blockchain-IoT Integrated System for Automated Compliance in Dairy Logistics

  Keerti Bharatesh Kamble, Dr. Rajashekar M B (Author)

  4576 - 4582

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• Advanced Carbon Footprint Prediction Using Hybrid Machine Learning and Ai-Assisted Recommendations

  Inchara R, Dr. Madhu M Nayak (Author)

  4583 - 4590

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• Data-Driven Modeling and Optimization of Polymeric Membranes for CO2 Separation: A Machine Learning Perspective

  Navya Patil, Selva Kumar Shekar, Krishnamurthy Sainath (Author)

  4591 - 4599

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• Smart Adaptive Headlighting Systems

  K Sirisha, K.C. Sabita, Dr. R. Uday Kumar, S Ajaykumar (Author)

  4600 - 4607

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• Robotic Legs Using Arduino UNO and MPU-6050

  Gargi Sawashe, Sampada Dravid, Suyog Garud, Anjali Gangode (Author)

  4608 - 4611

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• Certificate Validation Using Blockchain

  Mayuri Nagare, Aadi Mahalle, Digvijay Dakhore, Mrs. Soudamini Somvanshi, Mrs. Supriya Sathe (Author)

  4612 - 4618

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• Precision Agriculture in Hydroponics: An IoT and AI-Based Smart Nutrient Mixing Machine

  Mubashir khan, Mohammed Saif Hussain, Thumde Jagadish, Gowlikar Baby Keerthana, K. Snitha Pragna Vaishali, C. Swathi (Author)

  4619 - 4626

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• IDNet: An End-to-End Identity Document Fraud Detection System Using Transfer Learning and Bayesian Hyperparameter Optimization

  Avanaganti Bhanu Prasad, Ravipati Mahesh Babu, Sanampudi Pranadeep Kumar, Parupati Buchi Reddy, Potharla Sai Siddha Gangadhar, Aasim (Author)

  4627 - 4635

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• Design And Optimization of a Low-Noise and Low-Cavitation Torpedo Using Toroidal Propulsion and Acoustic Coating

  Gokulraj A, Sundar S, Mr. M. Vinoth (Author)

  4636 - 4638

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• SmartGaurd: Real-Time Behavioral Analysis System for Malicious File Activity Detection

  Prachi G Jadhav, Sai v Jadhav, Neha R Devadiga, Vaishnavi S Gaikwad, Prof. Manoj Rathod (Author)

  4639 - 4644

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• Stroke Disease and its Types Prediction using Images

  Monisha D, B S Meghana, Vidya Shree B, Fariha Taskeen (Author)

  4645-4652

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• CI/CD Pipeline for MLOps: Real-Time Fire Detection Using YOLO and Computer Vision

  Sinchana S, H L Shilpa, Meghana HR (Author)

  4653-4660

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• A Machine Learning-Based Medical System for Accurate Blood Donor–Recipient Compatibility Prediction

  Ashrith V, B.S. Meghana, Devika B N, Shreya Raj (Author)

  4661-4667

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• Effects of Deforestation Analysis Using Satellite Imagery

  Neelamma Salimath, Dr. Veena M. N, Rohit G (Author)

  4668-4675

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• An Automated Boiled Arecanut Grading Using Deep Learning

  Keerthana K, H L Shilpa, Kruthika M S (Author)

  4676-4683

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• A Digital Women’s Health Platform for Ovulation Prediction, Symptom Analysis, and Pain Relief

  Deeksha M, B.S. Meghana, Chinthana HP, Keerthi Kumar KM (Author)

  4684-4689

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• Anomaly Detection and Fault Prediction in Spacecraft Sensors

  Nandini S D, Prof. Indra C, Harshitha L, Nayana B, Nithyashree K L (Author)

  4690-4694

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• An Android-Based Smart Event Venue Search and Booking Application with Location-Aware Recommendations

  Keerthana K, Prof. Indra C, Amulya CS, Poornima S, Dhanush Gowda HS (Author)

  4695-4704

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• TRASH2CASH: An AI-Assisted Mobile Application for Incentivized Waste Management and Sustainable Resource Recovery

  Ummehani MD, Sowmyashree K M, Jahnavi K M, Sanjana B R, Chaitra P, Anjali K S (Author)

  4705-4710

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• Using PyArrow for Efficient Data Serialization and Transfer in Big Data Systems

  Kannika B N, B.M Bhavya, Spandana K.C, Shalini K. R (Author)

  4711-4719

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• SecureSphere: A Cloud-Native Big Data Security Framework Using AWS Key Management Service for Amazon S3

  Mithra Ural, B.S. B.M Bhavya, Rajesh H. N, Shreyas V. K (Author)

  4720-4726

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• Real-Time Big Data Analytics with Apache Flink and Python APIs

  Poorvika P. S, B.M. Bhavya, Lohith Gowda H. A, Ravi Kumar M (Author)

  4727-4731

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• RoadVision AI: An Intelligent Vision-Based Road Infrastructure Monitoring System Using YOLOv8 and Depth Estimation

  Kruthika H K, Dr. Veena M N, Yogitha C, Rahul K, Rahul Kumar S M (Author)

  4732-4739

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• A Machine Learning–Driven Predictive Framework for Analyzing Academic Performance

  Dr. Sasikala P, Dr. Nanditha Prasad (Author)

  4740-4749

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• AI-Driven Insights Through Enterprise Big Data Platforms

  Prasanth Sasidharan (Author)

  4750-4756

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• Optimized Hybrid Retrieval-Augmented Generation Framework using Semantic Search and Re-ranking for Reliable LLM Responses

  Vishwa K Dave, Pallavi K V (Author)

  4757-4763

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• FedHeartMRI: Decentralized Anomaly Detection and Classification in Cardiac MRI Using Federated Learning with Client-Level Differential Privacy

  Chaithanya L, Veena K (Author)

  4764-4773

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• Proactive Pedestrian Risk Prediction under Dynamic Environmental Conditions

  Soni N, Karthiga G (Author)

  4774-4780

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• Tamperproof File Replication for Data Availability for IPFS User

  S Gayathri, Dr V Mareeswari (Author)

  4781-4787

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• Explainable AI-Based Deep Learning Framework for Predicting Cardiovascular Disease Risk Using Retinal Fundus Images

  Shruthi T, Dr. Supriya Shrivastav (Author)

  4788-4795

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• Attention Based CNN-BiLSTM Framework for Explainable Flood and Landslide Prediction Using Multimodal Environmental Data

  Shwetha J Pawar, Dr V Mareeswari (Author)

  4796-4802

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• From Pixels to Polygons: A Lightweight AI Framework for Single-Image 3D Reconstruction and WebAR Visualization

  Shaik Farheen Taj, Dr. Ramesh Shahabadkar (Author)

  4803-4807

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• Cognitive Pattern Analyzer

  Jasper J S, Mr. Muralitharan (Author)

  4808-4813

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• Review on Deep Learning-Based Intelligent Document Forgery Detection and Secure Verification Framework

  Preksha, Divya G S, Sheetal S R, Umashanker L (Author)

  4814-4818

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• AI-Assisted Healthcare Kiosk: Offline Disease Prediction, Medicine Recommendation, and Telemedicine Access for Rural India

  Thanu Shree M N, Vijayalakshmi M M (Author)

  4819-4824

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• A Comprehensive Review of Energy Optimization Strategies for Sustainable Green Computing

  Chandana H M, Ramesh B (Author)

  4825-4833

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• Enhanced Brain Tumor Detection and Classification Using Transfer Learning and Explainable AI with Clinical Report Generator

  Kavya R, Mala M (Author)

  4834-4840

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• A Predictive Modeling approach for Early Detection of Hypertension

  Dhanna Ram, Somil Jain, Rajesh Yadav, Mohit Kumar Saini (Author)

  4841-4853

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• Performance Characterization of Quantum-Safe Break-Glass Access for Electronic Medical Records

  Vignesh L. S., Dr. M Sathya, C Prathap, Dr. T Venishkumar, Vinothkumar, V Vinothini (Author)

  4854-4861

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• Explainable Financial Forecasting Using Collaborative Artificial Intelligence Agents

  Priyanka G, Asha Rani M (Author)

  4862-4867

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• Handwritten Text Extraction and Digitization

  Anbu Lakshmi S, Raksha P R, Mohamadi Ghouisya Kousar, Pooja M (Author)

  4868-4878

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• A Multilingual AI-Powered Mental Health Chatbot Using Gemini API with Conversational Memory and Voice Interaction

  Tanuja M J, Rajashekar M B (Author)

  4879-4884

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• Edge-Enabled Ambient Condition Surveillance with Firmware-Resident Health Classification and Thingspeak Telemetry on ESP32

  Dhanyashree S, Dr. Vishwesh J, Dr. Arpitha Shankar S I (Author)

  4885-4891

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• Study On Preventive Measures Adopted by Cooperative Banks to Control Financial Irregularities

  Dr. Sachin Bhandarkar, Ms. Afreen Shaikh (Author)

  4892-4898

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• Anomaly-Aware Smart Grid Monitoring for Early Outage Risk Assessment

  Nabila Banu N, Dr. Raviraj P, Dr. Sunita yadwad (Author)

  4899-4905

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• A Review on Structural and Functional Connectivity-Based Alzheimer’s Disease Detection and Localization in Functional Magnetic Resonance Imagi

  Mrs. shamsiya Parveen, Dr.Babitha M N (Author)

  4906-4917

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• Language Model Council: A Multi-Agent Framework using Explainable AI

  Deekshitha M, Shwetha KR, Divya G S, Deepika M, Abhishek Somanath Mali, Abhishek Mudakayyan Math (Author)

  4918-4926

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• Explainable Ensemble Learning for Cardiovascular Risk Stratification A Multi-Hospital Stacking Approach with SHAP-Based Clinical Decision Support

  Kusuma B P, Madhu M Nayak (Author)

  4927-4935

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• Hybrid Ensemble Learning Framework for Real Time Financial Fraud Detection Using Behavioral Transaction Analysis

  G S Rahul Gorpade, Dr. Ashwin M (Author)

  4936-4944

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• An Explainable AI and Optimized Multi-Branch Convolutional Neural Network Model for Eye Anemia Diagnosis

  G V Srushil, Ms. Bhavya Balakrishna (Author)

  4945-4951

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• Multilingual Opinion Mining Using Machine Learning Algorithms

  Chukka Bharath, Mr. Praveen Kumar B (Author)

  4952-4957

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• Ethnic Fit: Siamese Network-Based Outfit Compatibility Prediction for Indian Ethnic Wear

  Mohamed Moyiz Khan, Dr. Manjula Devi P (Author)

  4958-4964

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• AI Traffic Management System

  Ashwin S Pillai, Mrs. Mahalakshmi B (Author)

  4965-4970

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• Intelligent Air Quality Monitoring and Management System for Smart Cities

  Punith M, Dr. Rabindranath S (Author)

  4971-4977

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• Conversational Fashion Outfit Generator using AI/ML and Natural Language Processing

  Nikhil T S, S R Sheetal, Shwetha K R (Author)

  4978-4984

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• Soil Analysis for Crop Recommendation using Machine Learning Algorithms

  Yogesh P, Ms. Vijaya nirmala (Author)

  4985-4991

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• Artificial Intelligence in Modern Physics: Opportunities, Challenges, And Future Directions

  Sangi Bhanu Prasad, Kandela Ruchitha, Umme Habeeba, Hilal Ameer, Mohd.Abdul Raqueeb, Mohammed Riyan Uddin, Mohammed Ather Khan (Author)

  4992-4998

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• Smart Defense Area Monitoring Robot Using ESP32-CAM and Wireless Communication

  Para Keerti, Vundekoti Nandini, Dhanavath Purnima, Danduri Chendra Manasa (Author)

  4999-5004

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• Optimization of Lemongrass Oil-Based Biodiesel Production Using Heterogeneous Catalysts: A Sustainable Approach

  Sajid Husain, Kishan Pal Singh (Author)

  5005-5011

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• AI Powered Business Forecasting System Using ML and Dashboard

  Swathi P, Shwetha KR, Divya G S (Author)

  5012 - 5016

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