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willow788/README.md

👋 Hi, I'm Srija

🤖 Machine Learning Engineer | AI Enthusiast | B.Tech ECE Student



About Me


const Willow = {
    pronouns: "She" | "Her",
    location: "India 🇮🇳",
    education: "B.Tech in Electronics & Communication Engineering",
    role: "Machine Learning Engineer",
    currentFocus: [
        "Artificial Intelligence", 
        "Machine Learning", 
        "Deep Learning",
        "Neural Networks",
        "Computer Vision",
        "Natural Language Processing"
    ],
    learning: [
        "Advanced ML Algorithms", 
        "MLOps & Model Deployment", 
        "Research & Innovation"
    ],
    hobbies: ["ML Research", "Building AI Models", "Kaggle Competitions"],
    funFact: "I believe AI will change the world, and I want to be part of it!  🚀",
    askMeAbout: ["AI/ML", "Deep Learning", "Python", "Data Science", "ECE"],
    reachMeOut: "Connect with me on LinkedIn or Instagram!"
};


💻 Tech Stack & Skills


🤖 Machine Learning & AI

Python TensorFlow PyTorch Keras scikit-learn OpenCV

📊 Data Science & Analytics

Pandas NumPy Matplotlib Seaborn Plotly

💻 Programming Languages

Python C++ JavaScript SQL

🗄️ Databases & Cloud

MySQL MongoDB PostgreSQL

🛠️ Tools & Technologies

Git GitHub VS Code Jupyter Docker Linux


GitGitHub Statistics



Connect With Me


LinkedIn Instagram GitHub Gmail


💬 Ask me about AI/ML, Deep Learning, or anything tech! I'm happy to help! 😊


💭 Inspiration


"The development of full artificial intelligence could spell the end of the human race… It would take off on its own, and re-design itself at an ever-increasing rate."
— Stephen Hawking


"Machine learning is the last invention that humanity will ever need to make."
— Nick Bostrom


🎯 Current Focus & Learning Path


mindmap
  root((Willow))
    Machine Learning
      Supervised Learning
      Unsupervised Learning
      Reinforcement Learning
    Deep Learning
      Neural Networks
      CNN & RNN
      Transformers
    AI Applications
      Computer Vision
      NLP
      Generative AI
    MLOps
      Model Deployment
      Model Monitoring
      CI/CD for ML
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⭐ Show some love by starring repositories you find interesting! ⭐


🌟 "In ML we trust, in data we believe!" 🌟


Made with ❤️ and lots of ☕ | Powered by Machine Learning

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  1. Advanced-depression-predictor-model Advanced-depression-predictor-model Public

    This is the continuation of the previous depression model, which was build using a very noisy data. keep in mind that this model has being trained on ideal unbiased dataset.

    Jupyter Notebook 1

  2. gp1-anaemia-detection-model gp1-anaemia-detection-model Public

    AI-powered anemia detection with classical ML, refined datasets, and explainable predictions using SHAP.

    Jupyter Notebook

  3. let-us-play-polygonal-spirals let-us-play-polygonal-spirals Public

    Using turtle-graphics to make various polygonal patterns.

    Python

  4. Neural-network-from-scratch Neural-network-from-scratch Public

    A minimal neural network built from scratch in NumPy that learns the XOR function, demonstrating forward propagation, backpropagation, and gradient descent without any ML frameworks.

    Python 1

  5. Linear-Regression-model-from-scratch Linear-Regression-model-from-scratch Public

    Linear Regression implementation from scratch using only NumPy. Features three gradient descent methods (Batch, SGD, Mini-Batch), polynomial feature engineering, L1 regularization, and early stoppi…

    Jupyter Notebook

  6. Logistic-Regression-From-Scratch Logistic-Regression-From-Scratch Public

    A complete implementation of Logistic Regression built from scratch using Python and NumPy, with detailed visualizations and mathematical explanations.

    Jupyter Notebook