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Madhurananda/README.md

Hi, I'm Dr. Madhurananda (Madhu) Pahar 👋

AI Scientist | Speech AI | Clinical Machine Learning

Research Fellow at the University of Sheffield
Applying Signal Processing, Audio AI, and Deep Learning to Clinical Diagnostics (Dementia, Alzheimer's, & Respiratory Diseases).

🔬 Research Focus

  • 🎙️ Speech & Audio Processing: Extracting acoustic & linguistic biomarkers for early cognitive decline detection (CognoSpeak Project).
  • 🩺 Medical Signal Processing: Audio classification models for tuberculosis and respiratory diagnostics.
  • 🧬 Genomic Data Analysis: Deep learning pipelines for Oxford Nanopore signal analysis.

🛠️ Tech Stack & Tools

Python PyTorch MATLAB Scikit-Learn

🔗 Connect & Publications

Pinned Loading

  1. PROCESS-2 PROCESS-2 Public

    This is the repo for the codes used to analyse the data and generate the baseline results

    Python 4 1

  2. CognoSpeak_system CognoSpeak_system Public

    This repository contains codes which are used to run standard and foundation models on acoustic and linguistic features extracted from 126 participants who are either healthy or suffer from Dementi…

    Python 2

  3. CCMAN CCMAN Public

    CCMAN: Cognitive Instability-Aware Cross-Modal Attention Network for Interpretable Temporal Biomarkers of verbal fluency speech

    Python 1

  4. RNA_methylation_data_analysis RNA_methylation_data_analysis Public

    A deep learning pipeline for identifying RNA methylation patterns in Oxford Nanopore (ONT) signal data.

    Python 1

  5. territory-map-management territory-map-management Public

    A web-based territory map checkout and tracking system for congregation publishers.

    JavaScript 1

  6. madhurananda.github.io madhurananda.github.io Public

    A modern, open-source personal portfolio website built with Next.js, TypeScript, and Tailwind CSS. Features dark/light mode, responsive design, and a CI/CD pipeline with GitHub Actions.

    TypeScript 1