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Participant
COVID-19 Severity Predictor
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Individual
May 30, 2025 at 05:30 AM
Project Demo
Technology Stack
-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 app
Submission Details
hear-about-us
LinkedIn
name
Chhaya Singh
linkedIn-profile
- https://www.linkedin.com/in/chhaya-singh-325323289/
Project Title
COVID-19 Severity Predictor
Describe what your project does?
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 app
Share a 3–5 minute demo video (Google Drive link only) explaining your core idea, tools used, challenges faced, and how you improved your solution — make sure the link is viewable.
- https://drive.google.com/file/d/1qsT1np6AOKHhe9Bw0R6-uzq3tbVI6fi_/view?usp=sharing
Is this project your original and proprietary work?
Yes
Does it include any private, sensitive, or restricted code or content?
No
Do you give us (AI Demos) permission to feature your work on our website and share it with our community (with full credit)?
Yes
Do you consent to us showcasing your name/profile on our social media platforms and YouTube
Yes