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sundanc/README.md

Hey, I'm Sundance! 🌞

Welcome to my GitHub profile! I'm all about coding, automating, and making life easier with scripts and machine learning. If it's open-source, efficient, and solves a problem—I'm into it. 🚀

📂 My Repositories

🖥️ Linux & DevOps & Backend

  • E-Commerce Backend API - A robust, scalable, and secure RESTful API for e-commerce applications. Built with FastAPI, SQLAlchemy, PostgreSQL, and Docker.
  • Bash CheatSheet - Essential Bash commands for everyday use.
  • Git Intro - A beginner-friendly guide to Git and GitHub commands.
  • Auto Scripts - A collection of useful automation scripts unified under a single script, arsenal.sh.

📈 Machine Learning & Data Science

💰 Finance & Analysis

  • Finance App - A Streamlit-based financial analysis app.

🤖 Bots & Automation

🎮 Fun & Mini Projects

🛠️ Tech Stack & Tools

  • Languages: Python, JavaScript, TypeScript, Bash
  • Frameworks & Libraries: Scikit-learn, Pandas, NumPy, Streamlit, Discord.js
  • Tools: Git, Docker, GitHub Actions, Jupyter Notebook
  • Cloud & Deployment: AWS, Heroku, Netlify

📌 Always tinkering, always learning. Hit me up if you wanna collab sundancegithub@gmail.com ! 🤝🔥

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  1. frauddetection frauddetection Public

    Fraud detection model using ensemble techniques (XGBoost, LightGBM, CatBoost) with SMOTE-ENN balancing, Bayesian Optimization for hyperparameter tuning, and performance evaluation (ROC AUC)

    Python 1

  2. auto_scripts auto_scripts Public

    A collection of useful automation scripts for system administration, development, and DevOps tasks. Unified under a single script.

    Shell 1

  3. btcprediction btcprediction Public

    Predict Bitcoin prices based on historical data using machine learning techniques

    Python

  4. weatherprediction weatherprediction Public

    This project implements a weather prediction system that predicts the temperature based on real-time weather data, including features like humidity, wind speed, and day-related features (day of the…

    Python

  5. finance finance Public

    Streamlit-based web application that allows users to input stock tickers, select a date range, and perform financial analysis.

    Jupyter Notebook

  6. e-commerce-backend e-commerce-backend Public

    A robust, scalable, and secure RESTful API for e-commerce applications. Built with FastAPI, SQLAlchemy, PostgreSQL, and Docker.

    Python 1