Routine Scrapper
Routine Scrapper helps university students automatically collect and organize class schedules from official sources, offering a clean interface to browse routines, reduce manual effort, and stay consistently updated.
Technologies
Project Story
Your class schedule in one place
An automated schedule collector that saves university students time by gathering routine data from official sources and presenting it clearly.
Routine Scrapper helps university students reduce the time spent manually checking class schedules by collecting and organizing routine information in one place. The work on this project focused on clarity, dependable updates, and a workflow that feels fast during everyday use. It is structured to make the schedule data easy to review and update while keeping the interface simple enough for students to return to often without needing to relearn it.
Core Capabilities
Key Highlights
Automated data collection
Routine information is gathered from official sources and prepared before it reaches the user-facing interface.
Student-focused lookup
The interface is built for quick schedule checks so students can find the information they need without extra steps.
Organized backend pipeline
Fetching and normalization are handled separately, which keeps the routine data flow easier to maintain.
Responsive access
The layout works well on mobile devices, which matters for students checking routines between classes.
Engineering Decisions
Challenges & Solutions
Normalizing inconsistent routine data
Solution
Handled incoming schedule data with a predictable parsing and cleanup layer before presenting it in the UI.
Keeping the experience useful when data changes often
Solution
Built the interface around update-friendly components so the schedule display can adapt without requiring structural changes.