Test your data science and AI skills by solving real-world prediction problems. This track evaluates your ability to handle datasets, build models, and derive insights.
Problem Statements
- Fashion MNIST Image Classification – Train a model to classify fashion items.
- IMDB Movie Review Rating Prediction – Predict movie ratings using text sentiment.
- Restaurant Rating Prediction – Use our dataset to predict restaurant ratings.
Instructions
- Use any ML/DL framework (TensorFlow, PyTorch, Scikit-learn, etc.).
- Document your approach in a README file.
- Originality in feature engineering/model design will fetch extra points.
What to Submit
- Source code + README
- Trained model file (if applicable)
- Report summarizing your approach (PDF optional)
How to Submit
- Zip all files into YourName_ML.zip and upload in a drive link.
- Upload via the provided Form.
Showcase your frontend development skills by creating responsive and interactive user interfaces.
Problem Statements
- Interactive Website – Build a creative interactive website on any theme of your choice. Points for originality, layout, and user experience. Bonus for JavaScript interactivity.
- Single Page Website (HTML & CSS only) – Create a single-page site with at least 3 CSS animations, a navbar with hover effects, and a hero section with animation. Bonus for creative loader or animated gradient.
Instructions
- Use HTML, CSS, and optionally JavaScript for interactivity.
- Ensure your design is responsive and accessible.
- Animations and creativity will fetch extra points.
What to Submit
- Source code (HTML, CSS, JS files).
- README with setup instructions.
- Screenshots or demo video (optional).
How to Submit
- Zip all files into YourName_Frontend.zip and upload in a drive link.
- Upload via the provided Form.
Demonstrate your backend development expertise by building robust server-side applications.
Problem Statements
- Court Data Fetcher (Delhi High Court) – Build a Python script using Selenium to fetch case data, handle CAPTCHA, and store structured data in CSV/DB.
- CRUD Application – Develop a CRUD app using a backend framework (Flask, Django, Node.js, etc.) with database integration. Bonus for authentication features.
Instructions
- Use any backend framework (Flask, Django, Node.js, etc.).
- Focus on code quality, error handling, and documentation.
- Database integration is mandatory.
What to Submit
- Source code + README.
- Database schema or exported DB file.
- Demo video or screenshots (optional).
How to Submit
- Zip all files into YourName_Backend.zip and upload in a drive link.
- Upload via the provided Form.
Express your creativity and design thinking through innovative visual solutions.
Problem Statement
- UI/UX Design of a Social Media App – Create a prototype (using Figma/Adobe XD) of a social media app with key screens like Login, Feed, Profile, and Post creation. Bonus for interactive mockups.
Instructions
- Use Figma, Adobe XD, or any UI/UX design tool.
- Ensure design consistency, typography, and usability.
- Creativity and originality will fetch extra points.
What to Submit
- Design file or prototype link.
- Screenshots of key screens.
- Brief documentation of design choices.
How to Submit
- Export your design or share prototype link.
- Zip all files into YourName_Design.zip and upload in a drive link.
- Upload via the provided Form.