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avyasaini/README.md

Namaste 🙏 I'm Avya Saini!

🔧 Working on Full Stack Development with React, Node.js, and building ML-powered web applications.
👥 Collaborate on Full Stack projects, AI/ML integrations, and scalable web solutions.
💡 Passionate about Data Science, Machine Learning, and creating impactful tech solutions.
🌱 Currently learning advanced ML algorithms, cloud deployment (AWS), and improving my DSA skills.
💬 Ask me about React, Node.js, Python, MongoDB, or anything Full Stack/ML related—I'm all ears!
🎲 Fun fact! The chances of you existing are about 1 in 400 trillion - you're literally a miracle!

💻 Tech Stack:

Python JavaScript C++ HTML5 CSS3 React Next JS TailwindCSS NodeJS Express.js MongoDB MySQL NumPy Pandas scikit-learn TensorFlow Matplotlib Git GitHub AWS Vercel JWT Jupyter Notebook VS Code

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  1. Banking-Analytics Banking-Analytics Public

    An end-to-end data engineering pipeline and interactive executive dashboard for analyzing banking operations and financial KPIs.

    Python

  2. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    A full-stack machine learning project I built to detect credit card fraud in real-time using a Random Forest model and a Flask API.

    Jupyter Notebook

  3. ContentGen-RAG-System ContentGen-RAG-System Public

    ContentGen-RAG-System converts scientific PDFs into exam-aligned, LaTeX-ready Markdown chapters. It combines MinerU for precise PDF parsing, LightRAG knowledge graphs, hybrid retrieval (FAISS/Chrom…

    Python

  4. HealthSync HealthSync Public

    HealthSync converts chest and bone X-rays into instant, explainable diagnostic insights. It combines OpenCV preprocessing with XGBoost models to detect fractures and tuberculosis, offers role-based…

    HTML

  5. MusicVerse MusicVerse Public

    MusicVerse is a full-stack music web app with a Django backend and React + Vite frontend. It supports local dev setup, handles large audio files via Git LFS, and provides role-ready CI configuratio…

    JavaScript

  6. Predictive-Maintenance Predictive-Maintenance Public

    Predictive Maintenance reframes RUL forecasting on NASA CMAPSS into a 3-class engine health classifier (Good/Moderate/Warning). Using 3 operational settings and 21 sensor readings, the project prov…

    Jupyter Notebook