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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
  • AWS EC2
  • 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
  • AWS Deployement
  • 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. Deep-Learning Deep-Learning Public

    This repository contains my practice to learn deep learning fundamentals

    Jupyter Notebook

  3. mental-health-score-prediction mental-health-score-prediction Public

    ML regression app that predicts a mental health score from social media usage, lifestyle & academic data. FastAPI + React.

    Jupyter Notebook 1

  4. Practice-Projects-ML Practice-Projects-ML Public

    Practice Projects of Machine Learning.....

    Jupyter Notebook 1

  5. credit-risk-assesment credit-risk-assesment Public

    Machine Learning Classification Project of credit risk assesment

    Jupyter Notebook

  6. leetcode-questions leetcode-questions Public

    C++ 1