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Amrita-DevX/README.md

👋 Hi, I’m Amrita Das

💼 I work as a Technology Analyst at Infosys, a data-driven professional passionate about building end-to-end machine learning solutions that solve business problems in healthcare. I specialize in:

What I Do:

  • Build predictive ML models for healthcare claim
  • Design data pipelines: ETL, feature engineering, model training & deployment
  • Optimize complex SQL queries; manage FACETS insurance claims databases
  • Develop production-ready models using Python, Scikit-Learn, FastAPI & Docker
  • Lead EDA & RCA to uncover actionable business insights

🛠️ Python | SQL | Pandas | NumPy | Scikit-learn | LLM | Matplotlib | Seaborn | Statsmodels | Power BI | FastAPI | Streamlit | Docker | Git | Model Deployment

👀 I love transforming raw data into meaningful stories that solve problems, uncover trends, and help businesses make better decisions.

📈 I also explore diverse datasets on Kaggle, perform end-to-end EDA, modeling, and share insights. Check out my work here 👉 Kaggle Profile

📫 Let’s connect! Find me here: 🔗LinkedIn

💻 Tech Stack:

Python Azure Anaconda MySQL MongoDB Postgres Matplotlib NumPy Pandas Plotly scikit-learn Git GitHub Power Bi Postman

📊 GitHub Stats:



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  1. AI-data-cleaning-tool AI-data-cleaning-tool Public

    AI-powered data cleaning web application using Python, Streamlit, and Groq API to automatically identify and resolve data quality issues in CSV/Excel files

    Python

  2. claim-denial-risk-pipeline claim-denial-risk-pipeline Public

    End-to-end machine learning pipeline for predicting healthcare insurance claim denials using structured claims and billing data.

    Jupyter Notebook

  3. automated-healthcare-fraud-risk-scoring automated-healthcare-fraud-risk-scoring Public

    End-to-end production-grade healthcare fraud detection system

    Python

  4. superstore-sales-data-analysis superstore-sales-data-analysis Public

    Sales Analysis of Superstore dataset using Python (EDA) and Power BI visualization.

    Jupyter Notebook

  5. DataGPT-Banking DataGPT-Banking Public

    Natural language to SQL analytics tool powered by AI - ask questions about banking data in plain English and get instant insights with visualizations. Built with Python, Streamlit, and Groq API. De…

    Python 2