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Achievement: QuickdrawAchievement: YOLOAchievement: Pull Shark

Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Pull Shark

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sundanc/README.md

👋 Hey, I'm Sundance

Freshman → Software Engineer → Builder.

💻 Current Status

  • 🛠 Software Engineer (Mostly Python & Go)
  • 🔐 Collaborating with engineers for unifying API standards, microservice architecture.

🚀 Side Projects

  • Deep Focus - Chrome Extension
    Get Deep Focus on Chrome
    > Boost productivity, block distractions, and focus harder. Clean UI, Pomodoro timer, ambient sounds, and reports.

  • E-Commerce Backend API
    Designed an enterprise-level backend API solo. Built what normally takes 3–5 engineers.
    > microservice-ready, scalable architecture.

  • Automation Toolkit
    25+ tools under one command-line interface.
    > Used by system engineers. Think DevOps, made simple.

  • Fraud Detection System
    Developed an ML-based system to detect fraudulent transactions in financial data.
    > Ensemble learning with XGBoost, LightGBM, and CatBoost. Used Bayesian Optimization, SMOTE-ENN for class imbalance, and a stacking model for final prediction.

🧰 Tech Stack

  • Languages: Python, Go, JavaScript (for extensions), Bash
  • Backend: FastAPI, Gin, PostgreSQL, Docker, REST
  • Infra: Linux, GitHub Actions, AWS, Heroku
  • Data Science & ML: Pandas, NumPy, Scikit-learn, Matplotlib, Streamlit, Jupyter Notebook
  • Tools: VS Code, NVim, n8n

🎯 Now

  • Grinding backend hard (Go & Python only)
  • Avoiding distractions
  • Preparing to scale projects and freelance work
  • Going all in on long-term assets

📫 Reach Out

Pinned Loading

  1. zulip/zulip-terminal zulip/zulip-terminal Public

    Official Zulip terminal client.

    Python 713 274

  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 13

  3. 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 2

  4. tardis-sn/carsus tardis-sn/carsus Public

    Atomic Database for Astronomy

    Python 26 55

  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 2

  6. btcprediction btcprediction Public

    Predict Bitcoin prices based on historical data using machine learning techniques

    Python