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Yuwin2008/readme.md

Hi there 👋 I'm an ML Enthusiast

🚀 About Me

I’m an aspiring Machine Learning Engineer focused on building real-world, end-to-end ML projects.
I enjoy learning by doing—experimenting with datasets, improving models, and participating in Kaggle competitions.

  • 🧠 Currently learning Machine Learning fundamentals (Géron-style approach)
  • 📊 Practicing on Kaggle datasets & competitions
  • 🐱🐶 Love working on classification and real-world problems
  • 🤝 Open to hackathons and collaborations

🛠️ Tech Stack

  • Python
  • NumPy, Pandas
  • Scikit-learn
  • Matplotlib / Seaborn
  • Jupyter Notebook
  • Streamlit
  • Plotly
  • Git & GitHub

📈 What I'm Working On

  • Improving ML model performance through feature engineering & tuning
  • Participating in Kaggle competitions
  • Building small but complete ML projects end-to-end

🏆 Goals

  • Become a strong Machine Learning Engineer
  • Compete in top Kaggle competitions
  • Join hackathons and collaborate on impactful projects

📫 Connect With Me


“Code. Train. Improve. Repeat.”

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  1. Kaggle-Mentor-AIKaggle-Mentor-AIPublic

    Kaggle Mentor AI transforms the Kaggle experience into a guided, intelligent workflow using multi-agent AI systems. Instead of guessing what to do next, users receive structured guidance like a Kag…

    TypeScript 1

  2. credit-card-fraud-detection-mlcredit-card-fraud-detection-mlPublic

    Credit Card Fraud Detection using Machine Learning | Logistic Regression • Decision Tree • Linear SVC • Random Forest • Hyperparameter Tuning • Cross Validation

    Jupyter Notebook

  3. Used-Car-Price-PredictionUsed-Car-Price-PredictionPublic

    End-to-End Used Car Price Prediction using Ensemble Learning | Extra Trees, Random Forest, Gradient Boosting | Python • Scikit-learn

    Jupyter Notebook 1

  4. spam-email-detectionspam-email-detectionPublic

    End-to-end NLP project for Spam Email Detection using TF-IDF and Classical Machine Learning with comprehensive model benchmarking.

    Jupyter Notebook 1

  5. loan-approval-predictionloan-approval-predictionPublic

    Loan Approval Prediction using Ensemble Learning | AdaBoost, Random Forest, Gradient Boosting, Scikit-Learn Pipeline & Hyperparameter Tuning

    Jupyter Notebook

  6. human-activity-recognition-svmhuman-activity-recognition-svmPublic

    Human Activity Recognition using Support Vector Machines (Linear SVM, RBF Kernel, GridSearchCV) built with Scikit-learn.

    Jupyter Notebook 1