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DuraCode2003/README.md

Hi there, I'm Duranka Kalpana

About Me I am an enthusiastic software developer and aspiring AI engineer with a passion for Machine Learning, Data Science, and full-stack development. I love working on projects that solve real-world problems and exploring emerging technologies like deep learning, computer vision, and natural language processing (NLP).

Skills Programming Languages: Python, Java, JavaScript
Frameworks & Libraries: React, TensorFlow, Keras
Domains: AI, Machine Learning, Data Science, Web Development
Tools: Git, GitHub, Colab, Figma

Current Focus Developing AI models for medical imaging diagnostics
Building full-stack web applications
Learning advanced deep learning techniques

Contact Me [email protected]
(https://www.linkedin.com/in/duranka-kalpana)

Feel free to explore my repositories! I’m always open to collaboration and new opportunities.

Thank you for visiting my GitHub profile!

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  1. Calculate-Lung-Volume-using-HRCT- Calculate-Lung-Volume-using-HRCT- Public

    Lung Volume Estimation from HRCT Images (Work in Progress) This repository contains code and documentation for a research project aimed at estimating lung volumes using High-Resolution Computed Tom…

    Jupyter Notebook

  2. Detect-Pneumonia-using-chest-Xrays- Detect-Pneumonia-using-chest-Xrays- Public

    uses deep learning with TensorFlow to classify chest X-rays as NORMAL or PNEUMONIA. Images are preprocessed through resizing and normalization, then analyzed by a CNN to detect lung anomalies. It p…

    Jupyter Notebook

  3. Patient-Obstetric-Management-Information-System Patient-Obstetric-Management-Information-System Public

    CareConnect – A healthcare web platform for operation prep, post-surgery recovery, pregnancy guidance, and postpartum care. Features AI-driven care plans, secure communication, reminders, and real-…