Project Info
Inspiration
The last time I struggled with allergies, I was left to deal with a Pollen Index. How would I know which allergy affects mess or whether or not to go outside at all?
What it does
Synthesizes pollen counts along with the 3 most influential weather conditions to calculate a score from zero to 100. The closer you are to 100, the more time an allergenic person) can spend outdoors.
How we built it
I used React to set up the front-end website and Claude in GitHub Copilot to set up UI. Express.js backend handles API endpoints (weather, pollen, Gemini).
Challenges we ran into
Couldn't find a way to update the UI after the user agrees to location permission. Ensuring params from front end were received correctly in the backend end point!
Accomplishments we're proud of
I solo-built an entire frontend to backend (full-stack) system within 36 hours, which is a massive leap forward for me!
What we learned
Automating busywork with UI-related stuff (using AI) can buy you more time to debug the critical issues. And on debugging, I should know my limit. If it's manageable, move on to new features. This is a hackathon, not a pro build.
What's next
Finish journal entry page: Add Entry Button Display all entries so far (each with a delete button and a "match" percentage for the top allergens/environmental triggers Create a "personal profile" by using the averaged out vector embeddings of their entries Use the "personal profile" to create a more personalized Outdoor index and advice Add Entry Button Display all entries so far (each with a delete button and a "match" percentage for the top allergens/environmental triggers Create a "personal profile" by using the averaged out vector embeddings of their entries Use the "personal profile" to create a more personalized Outdoor index and advice
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Technology
- JavaScriptUnchecked
- ReactUnchecked
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