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  1. ECG-and-EEG-based-Biometric-Encryption-using-Machine-Learning ECG-and-EEG-based-Biometric-Encryption-using-Machine-Learning Public

    Developed a multimodal biometric authentication system using ECG and EEG signals. Built a pipeline for preprocessing and feature extraction across time, frequency, wavelet, and non-linear domains. …

    Jupyter Notebook 1

  2. End-to-End-Text-Summarization-with-MLOps- End-to-End-Text-Summarization-with-MLOps- Public

    An interactive Streamlit app for MLOps data processing: allows CSV upload, configurable train-test splits, real-time validation, artifact generation, logging, and Dockerized deployment.

    Python

  3. Speech-Emotion-Recognition-using-ML Speech-Emotion-Recognition-using-ML Public

    Deep learning pipeline for speech emotion recognition on the TESS dataset using MFCC features and an LSTM classifier. 98.81% test accuracy.

    Jupyter Notebook