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harishmuh/README.md

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👋 Hi there, I'm Harish

Computational Biology | Biological Data Science | AI for Disease Prediction

I am a life sciences researcher and data science instructor working at the intersection of biology, machine learning, and biomedical imaging. My research background spans microbiology, histopathology, aquatic animal health, and disease biology. I apply statistical learning and deep learning to biological and biomedical data, with particular interests in disease prediction, bioimage analysis, and interpretable AI.

LinkedIn · Google Scholar · ORCID · ResearchGate · Experimental Biology & Publication Records

🔬 Research Areas

🧬

Computational Biology & Bioinformatics

  • Sequence analysis
  • Phylogenetics
  • Biological data analysis

Explore my work → Open Portfolio

📊

AI for Disease Prediction & Biomedical Imaging

  • Disease prediction
  • Biological & medical image analysis
  • Healthcare analytics
  • Interpretable AI

Explore my work → Open Portfolio

🔬

Experimental Biology & Pathology

  • Microbiology
  • Aquatic animal health
  • Histopathology
  • Disease biology/Parasitology

Explore my work → Open Portfolio

💡 Featured projects

🐟 Freshwater Fish Disease Classification

Deep learning based classification of freshwater fish diseases using image data and explainable AI.

Tools

Deep Learning · CNN · TensorFlow · Keras · Grad CAM

Research focus

Aquatic disease prediction · Computer vision · Explainable AI

Live Demo · Repository

 Freshwater Fish Disease Classification

🖥️ ThoraxScan14

Interactive application for exploring AI-based predictions from chest radiographs.

Tools

TensorFlow · Streamlit · Model Deployment · Explainable AI

Focus

Biomedical AI · Interactive prediction · Model interpretation

Live Demo · Repository

 ThoraxScan14 application demonstration

👨‍🏫 Teaching & Educational Resources

Practical Data Science Tutorials for Beginners

I also develop practical data science tutorials for learners transitioning into Python, data analysis, machine learning, and deep learning.

Explore Tutorials & Learning Materials → Open repository

🔧 Technical Toolkit

Programming

Python SQL

Data Science

Pandas NumPy SciPy Matplotlib Plotly scikit-learn

Deep Learning

TensorFlow Keras

Development

Streamlit Git

Pinned Loading

  1. AI-biomedical-research-and-disease-prediction AI-biomedical-research-and-disease-prediction Public

    Analytics and predictive modeling application on the health, biological and disease data

    1

  2. machine_learning_projects machine_learning_projects Public

    My machine learning project portfolio

    1

  3. AI-for-medicine-specialization---Coursera AI-for-medicine-specialization---Coursera Public

    Curated Assignments and labs from all courses in AI Medicine Specialization (2026 ver) offered by deeplearning.ai in Coursera

    Jupyter Notebook

  4. Deep-Learning-Specialization---Andrew-Ng Deep-Learning-Specialization---Andrew-Ng Public

    This repository contains curated resources and programming assignments from Deep Learning Specialization course by DeepLearning.AI (2026) - Prof. Andrew Ng

    Jupyter Notebook 1

  5. FREE-TUTORIALS_Data-Science-for-Beginners FREE-TUTORIALS_Data-Science-for-Beginners Public

    Data science lecture/bootcamp materials from basic Python programming, data analaysis, to machine learning tutorials

    4

  6. Machine-Learning-Specialization-Coursera Machine-Learning-Specialization-Coursera Public

    This repository contains curated resources, notebooks, and exercise solutions for Machine Learning Specialization course by Stanford Univeristy and DeepLearning.AI (2026) by Prof. Andrew Ng

    Jupyter Notebook 11