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code-with-ayyan/README.md

Hi, I'm Ayyan 👋

🐍 Python Developer | 🤖 AI & Machine Learning Enthusiast
🇵🇰 Based in Pakistan

I am focused on learning Artificial Intelligence and Machine Learning by understanding the fundamentals, mathematics, and algorithms behind them.

I enjoy building Machine Learning projects from data preprocessing and model development to evaluation and deployment.

🌱 About Me

  • 🐍 Building projects with Python
  • 🤖 Learning Machine Learning algorithms from scratch
  • 📊 Working on end-to-end Machine Learning projects
  • 📈 Learning Statistics, Feature Engineering, and Model Evaluation
  • ⚡ Learning FastAPI for Machine Learning model deployment
  • 💻 Starting C++ and Data Structures & Algorithms
  • 🐧 Linux (Ubuntu) user
  • 🎯 Focused on becoming a professional AI/ML Engineer

🛠️ Tech Stack

Programming

  • Python
  • C++ (Learning)
  • Data Structures & Algorithms (Starting)

Data Science

  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn

Machine Learning

  • Scikit-learn
  • Data Preprocessing
  • Feature Engineering
  • Feature Selection
  • Model Evaluation
  • Machine Learning Algorithms from Scratch

Deployment

  • Streamlit
  • FastAPI for ML
  • REST APIs

Tools

  • Git & GitHub
  • Jupyter Notebook
  • VS Code
  • Linux (Ubuntu)

📚 Currently Learning

  • Machine Learning Algorithms
  • Mathematics for Machine Learning
  • Statistics & Probability
  • Linear Algebra
  • C++ Programming
  • Data Structures & Algorithms
  • FastAPI for Machine Learning
  • Deep Learning

🎯 Current Focus

Python
   ↓
Machine Learning Fundamentals
   ↓
Algorithms from Scratch
   ↓
C++ & DSA
   ↓
FastAPI & Model Deployment
   ↓
Deep Learning

🤝 Open to Collaborate

  • Machine Learning Projects
  • AI Projects
  • Python Projects
  • Data Science Projects
  • Open Source Projects

📫 Contact

Learning the fundamentals. Building with code. Growing in AI & Machine Learning.

Pinned Loading

  1. Machine-Learning-from-scratch Machine-Learning-from-scratch Public

    Machine Learning algorithms implemented from scratch using Python & NumPy with mathematical intuition, EDA, preprocessing, and real-world projects.

    Jupyter Notebook 2

  2. Heart-Stroke-Risk-Prediction Heart-Stroke-Risk-Prediction Public

    End-to-end Machine Learning project for predicting heart stroke risk using multiple classification algorithms, with EDA, feature engineering, preprocessing, model evaluation, and an interactive Str…

    Jupyter Notebook 1

  3. Ford-car-price-prediction Ford-car-price-prediction Public

    Ford Car Price Prediction using different regression models with complete EDA, preprocessing, feature engineering, feature selection, and model evaluation using Python.

    Jupyter Notebook 2

  4. Insurance_charges_Prediction Insurance_charges_Prediction Public

    End-to-end Machine Learning regression project for insurance charges prediction, featuring EDA, feature engineering, preprocessing, model comparison, evaluation, Random Forest optimization, and Str…

    Jupyter Notebook 2

  5. Cpp Cpp Public

    C++ practice

    C++ 1

  6. leetcode-questions leetcode-questions Public

    C++ 1