.- SDG 3 Good Health and Well-Being. .- Revelatory insights into Parkinson's : Hand Gestures deciphering with Mobilenet SSD. .- Precision Exercise Monitoring through Advanced Body Language Detection using Computer Vision. .- Time Series Forecasting for COVID-19 Confirmed Cases using Transformer based Stacked LSTM model. .- Automated Depression Detection Using CNN and Transformer-Based Pre-Trained Language Models. .- Integrating Deep Learning Frameworks for Automated Medical Image Diagnosis. .- Explaining Parkinson's Disease Detection by Ensemble Classifiers with Local Interpretable Features. .- Mental Stress Assessment in Working Environment for an Individual using Wearable Sensor of EEG And Pulse Signal Measured with help of Deep Learning Algorithm. .- Speech Recording Analysis for Parkinson's Detection using Machine Learning Approach. .- Compressed VGGNet for automatic COVID-19 Disease Detection from CT scan Images. .- Diabetic Foot Ulcer Localization using various Deep Learning Approaches. .- MEDISYNC: Fingerprint-Enabled Authorization of Medical Device Calibration. .- Renal Irregularities Detection Using Convolutional Neural Network. .- Surveillance and Mitigation of External Stimuli-Induced Sensory Overload in Autism with IoMT: Communicating Insights to Caregivers. .- SDG 4 Quality Education. .- A New Innovative Initialization Strategy in Population-Based Evolutionary Optimization Algorithms. .- AI-Enhanced Sign Language Interpreter. .- An NLP based Approach to Automate and Enhance the Systematic Review within PRISMA format. .- Closing the Communication Divide: Enhancing Sign Language Recognition with Gesture-to-Text Conversion through Computer Vision. .- Evolving GAN-BERT architecture for Efficient Text categorization with minimal labeled data. .- Assessing Degradation Levels of Palm Leaf Manuscripts with Random Forest using Gabor Features. .- Sign Language Recognition System - A Review. .- SDG 9 Industry, Innovation and Infrastructure. .- Implementing a NFT based album purchasing web application using ReactJs by integrating with ethereum blockchain. .- A Deep Learning-Based Algorithm for Predicting the Turning Point of Cloud Workload. .- Perl eBook: Unleashing Machine Learning with TensorFlow.js in a Node.js and SQL Environment. .- Cluster Based Classification of Question Independent C Codes. .- HyPRETo: Hybrid Pre-Trained Ontology Approach for Contextual Relation Classification on Mosquito Vector Biocontrol Agents. .- Predictive Maintenance for Hard Disk Drives using Random Forest. .- Ethereum Powered WEB3 Crowdfunding Platform. .- Enhancing Adaptive Data Management Middleware: Techniques for Federated Cloud Environments. .- SDG 11 Sustainable Cities and Communities. .- DestiNexus: Probabilistic Framework for Weather Informed Travel Itinerary Optimization. .- Explaining Sentiments in Indian Legal Judgments with LIME and SHAP. .- An Integrated Framework Utilizing Hybrid LDA and BERT for Enhanced Hotel Recommendation Systems. .- Road Damage Detection Using Real Time Video. .- Smart Armband with Fall Detection in Elderly. .- Waste segregation using Deep Learning model. .- Touchless Doorbell with Face Detection. .- Facial Deblurring and Recognition using Image Processing and Machine Learning Techniques.