Hospital Management System
Web-based hospital management platform using Django & .NET with role-based access, dashboards, appointment scheduling, and REST APIs.
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Web-based hospital management platform using Django & .NET with role-based access, dashboards, appointment scheduling, and REST APIs.
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Hybrid CNN-LSTM system for emotion detection from audio files. Integrated with Django UI, achieving 85%+ accuracy on multiple classes.
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Retrieval-Augmented Generation pipeline using FAISS, OpenAI, and LlamaIndex with a Streamlit interface for interactive Q&A over PDFs.
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Classifies user comments into sentiment classes using ML models with visual analytics and rule mining for content strategy insights.
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Segmented users using KMeans, PCA, and Random Forests with full ML pipeline deployment using Joblib and performance visualizations.
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Custom PyTorch CNN for 10-category image classification, using confusion matrices, retraining, and model checkpointing (80%+ accuracy).
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