hear-about-usLinkedInnameChhaya SinghProject TitleCOVID-19 Severity PredictorDescribe what your project does?üö® COVID-19 Severity Predictor ‚Äì Fast, Accurate, Life-Saving AI Tool
This AI-powered web app helps users instantly assess the severity of COVID-19 symptoms — just by selecting basic details like fever, cough, age group, and contact history.
Using powerful machine learning models like Random Forest, Gradient Boosting, and Logistic Regression, combined in a Voting Ensemble, it delivers real-time predictions of symptom severity: No Symptom, Mild, Moderate, or Severe.
‚ú® Built with Streamlit, SMOTE, and real-world data, the tool is:
‚úÖ Lightweight
‚úÖ Free & Accessible
‚úÖ Designed to support fast health decisions and reduce panic
In a time when awareness and early detection are critical, this app offers a practical AI solution to a real public health challenge.What AI tools did you use?-Scikit-learn – for building ML models (Random Forest, Gradient Boosting, Logistic Regression)
-SMOTE – to handle class imbalance and improve fairness
-VotingClassifier – to boost accuracy using ensemble learning
-SimpleImputer – to handle missing data smartly
-Streamlit – for building an interactive, user-friendly web appIs this project your original and proprietary work?YesDoes it include any private, sensitive, or restricted code or content? NoDo you give us (AI Demos) permission to feature your work on our website and share it with our community (with full credit)?YesDo you consent to us showcasing your name/profile on our social media platforms and YouTubeYes