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sankaran-s2001/README.md

Hi 👋, I'm Sankaran S

Aspiring Data Scientist | Machine Learning Enthusiast | Python Programmer

🌱 Currently Learning:

  • Machine Learning: Linear & Logistic Regression
  • Model Evaluation Metrics: Accuracy, Precision, Recall, F1 Score
  • SVM, Decision Trees (Next on list)
  • Web deployment with Streamlit + Render

🚀 Projects So Far:

  • 🪙 Gold Price Predictor
    Built with Linear Regression (80% accuracy) | Streamlit deployed
    View Project

  • 😊 Smile Detection (Image Classifier)
    Built with Logistic Regression (80% accuracy) | Deployed
    View Project

  • 📊 Diabetes Prediction App
    ML-powered diagnosis predictor with prediabetes warnings
    View Project

💡 What I’m Exploring Next:

  • Advanced ML algorithms: Random Forest, Gradient Boosting
  • Model optimization: Cross Validation, Hyperparameter Tuning
  • Data Cleaning & Feature Engineering
  • Beginner-level Kaggle competitions

🧰 Tech Stack:

Python Pandas Scikit-Learn Streamlit VS Code

📫 Let's Connect!

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  1. Coffee-Shop-Revenue-Predictor Coffee-Shop-Revenue-Predictor Public

    A simple web app that helps coffee shop owners predict their daily sales using machine learning.

    Jupyter Notebook

  2. Data-Visualizer-Web-App Data-Visualizer-Web-App Public

    An interactive web application for visualizing CSV data with beautiful charts and graphs.

    Python

  3. Diabetes-Risk-Predictor Diabetes-Risk-Predictor Public

    A simple and smart tool that uses health data to estimate your risk of diabetes. Just enter a few details — get instant insights powered by machine learning. For awareness only. Always consult a me…

    Jupyter Notebook

  4. gold-price-predictor gold-price-predictor Public

    ML model to predict gold prices using Python & Gradio

    Python

  5. Logistic_Regression_Smile_Detection_app Logistic_Regression_Smile_Detection_app Public

    ML model to detect whether the person is smile or not

    Jupyter Notebook