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aparnaworkspace/README.md
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✨ Hey there — welcome to my workspace

👩‍💻 About Me

I design and build end-to-end AI systems for healthcare — spanning data pipelines, model development, evaluation, and deployment. My work focuses on translating clinical and wellness data into reliable, actionable diagnostic intelligence.

I specialize in:

  • Diagnostic support systems (Autism screening, Alzheimer’s MRI classification, medical imaging pipelines)
  • OCR + NLP pipelines for automated structured data extraction
  • AI for nutrition and personalised health insights
  • Full-stack ML deployments (Streamlit, FastAPI, Flask)

🎯 Technical Focus Areas

  • Deep Learning Architectures
  • Computer Vision
  • Production-ready FastAPI Services
  • Cloud Fundamentals (AWS / Azure)

🛠️ Tech Stack

Languages

Python · JavaScript

Frontend

HTML · CSS · Streamlit

AI / ML

Scikit-learn · TensorFlow · PyTorch
XGBoost · SHAP
Pandas · NumPy
OpenCV · Tesseract OCR · SpaCy

Backend

FastAPI · Flask

Tools

Git · Docker · Jupyter · VS Code

🚀 Featured Projects

Autism Detection Support System

End-to-end ML pipeline with SHAP explainability and Streamlit deployment.
Tech: Scikit-learn · CNN · SHAP · Streamlit

Nutrigen – Nutrition Intelligence

ML-powered personalised nutrition insights with macro analysis and an interactive UI.
Tech: Scikit-learn · Pandas · Streamlit

Alzheimer’s MRI Classifier

CNN-based model for early-stage MRI diagnostic classification.
Tech: TensorFlow · CNN

AI Document Parser

OCR + NLP pipeline for accurate structured data extraction from unstructured documents.
Tech: Tesseract · SpaCy · FastAPI

📊 GitHub Snapshot

📫 Connect

  

Always Learning.Always Building.

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  1. autism-diagnostic-support-tool autism-diagnostic-support-tool Public

    A modern ASD screening support system combining XGBoost, SHAP explainability, and an Apple-Health inspired UI — fully deployed with PDF reporting and a complete end-to-end ML pipeline.

    Jupyter Notebook

  2. aparnaworkspace aparnaworkspace Public

    AI & Healthcare Informatics enthusiast | Final-year CSE | Building intelligent systems that solve real problems.

  3. BreatheOn-landing-page BreatheOn-landing-page Public

    BreatheOn is a minimalist breathing and mindfulness assistant designed for people who live fast-paced, high-stress lives. It could be a pocket-sized smart device or a mobile app that helps users re…

    JavaScript