Skip to content
View sundanc's full-sized avatar

Highlights

  • Pro

Block or report sundanc

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
sundanc/README.md

Hey, I'm Sundance! ๐ŸŒž

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 problemโ€”I'm into it. ๐Ÿš€


๐Ÿ“‚ My Repositories

๐Ÿ–ฅ๏ธ Linux & DevOps

  • Bash CheatSheet - Essential Bash commands for everyday use. ๐Ÿ–ฅ๏ธ๐Ÿ’ก
  • Git Intro - A beginner-friendly guide to Git and GitHub commands. ๐Ÿ”ง๐Ÿ“‚

๐Ÿ“ˆ Machine Learning & Data Science

  • Fraud Detection - Detecting fraudulent transactions using ML and ensemble methods. ๐Ÿ•ต๏ธโ€โ™‚๏ธ๐Ÿ’ฐ
  • BTC Prediction - Predicting Bitcoin prices using ML models. ๐Ÿ“‰๐Ÿ“Š
  • Weather Prediction - ML-based weather forecasting. โ˜€๏ธ๐ŸŒง๏ธ
  • Movie Recommendation - Recommending movies using ML and Streamlit. ๐ŸŽฌ๐Ÿค–
  • Best House Finder - A house hunting tool powered by ML. ๐Ÿก๐Ÿ“Š

๐Ÿ’ฐ Finance & Analysis

  • Finance App - A Streamlit-based financial analysis app. ๐Ÿ“Š๐Ÿ’ธ

๐Ÿค– Bots & Automation

๐ŸŽฎ Fun & Mini Projects

  • Rock Paper Scissors - Classic RPS game in Python. โœŠโœ‹โœŒ๏ธ
  • Dice Simulator - Virtual dice roller. ๐ŸŽฒ
  • Number Guessing - Guess the number game. ๐Ÿ”ข๐Ÿค”
  • Hangman - Classic hangman game. ๐Ÿ•ต๏ธโ€โ™€๏ธ
  • PyTube - YouTube MP4 downloader in Python. ๐ŸŽฅ๐Ÿ“ฅ

๐Ÿ› ๏ธ 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

๐Ÿ“Œ Always tinkering, always learning. Hit me up if you wanna collab sundancegithub@gmail.com ! ๐Ÿค๐Ÿ”ฅ

Pinned Loading

  1. besthousefinder besthousefinder Public

    A Streamlit web application that helps users find the best house based on their preferences.

    Python

  2. btcprediction btcprediction Public

    Predict Bitcoin prices based on historical data using machine learning techniques

    Python

  3. movierecommendation movierecommendation Public

    Movie recommendation system based on user input. Built with Streamlit

    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 theโ€ฆ

    Python

  5. 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

  6. finance finance Public

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

    Jupyter Notebook