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Ashindustry007/README.md

Hi there 👋

I am a researcher and engineer passionate about applying AI to healthcare, bioinformatics, and scientific discovery. I see patterns everywhere ♾️—whether in biological data, images, or natural language—and I love turning them into insights using machine learning. My curiosity drives me to explore both the theoretical depth of algorithms and their real-world applications in health and science.


🔬 Research Experience

  • Retinal Vessel Segmentation for diabetic retinopathy using deep learning (U-Net, preprocessing pipelines).
  • Odia Handwritten Numeral Recognition with CNNs, contributing to OCR for low-resource languages.
  • Generative AI for Music – sequence modeling of notes and chords to generate Beethoven-style compositions.

📚 Currently Exploring

  • The use of AI and machine learning for healthcare and biological data, including computational biology, bio-molecular modeling, medical imaging, and generative models for discovery and analysis.

🤝 Looking to Collaborate On

  • Research projects combining machine learning with biomedical or biomolecular data.
  • Applications of AI in healthcare, genomics, and scientific discovery.

💻 Industry Background

Worked as a Backend Engineer at Open Financial Technologies, where I designed scalable systems and reliable data pipelines.
I now bring these skills into managing and processing large-scale scientific datasets for AI-driven research.


✉️ Reach Me

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  1. MusicNet MusicNet Public

    Jupyter Notebook

  2. FaceMask-Detection-Minimal-Approach FaceMask-Detection-Minimal-Approach Public

    Deep learning based face mask detection.

    Jupyter Notebook

  3. Vocal-Biomarker-ICBHI-final-database Vocal-Biomarker-ICBHI-final-database Public

    The automatic analysis of respiratory sounds has been a field of great research interest during the last decades. Automated classification of respiratory sounds has the potential to detect abnormal…

    Jupyter Notebook 3

  4. zairza-cetb/HAM10000 zairza-cetb/HAM10000 Public

    This project aims at developing models for skin cancer classification and to further develop an architecture for lossless Segmentation of cancerous part.

    Jupyter Notebook

  5. Code-References-and-Boilerplates---DL Code-References-and-Boilerplates---DL Public

    Jupyter Notebook

  6. CP CP Public

    Some of my CP python codes which would be useful to revise someday...!!

    Python