CosmicCV

Login Page
Sample Resume Analysis
Leaderboard

Inspiration

We wanted to create a resume builder that wasn’t boring. Job hunting already feels like floating through space without a map, so we thought: why not make the journey beautiful? Inspired by the cosmos, we designed CosmicCV to combine dreamy, starry visuals with powerful AI analysis — and make resume reviews actually fun (and a little magical).

What it does

CosmicCV lets users upload their resume, watch it get pulled into a mesmerizing black hole, and receive detailed feedback powered by Gemini AI. Users get scores for experience, skills, and education, along with strengths, weaknesses, and personalized activity suggestions. It also compares your resume to a database of top resumes to give you a real sense of how you stack up — so you’re not just floating aimlessly, you’re aiming for the stars.

How we built it

We built the frontend with React and Mantine UI, combined with custom CSS animations (like the spinning black hole and twinkling stars). For resume analysis, we used Google’s Gemini API to parse and evaluate the resumes intelligently. We layered in a benchmarking system by comparing resumes to a curated set of top resumes to provide deeper, actionable insights. Everything was stitched together with Vite for a fast and sleek development process.

Challenges we ran into

Centering divs in CSS… it’s always the centering.
Getting the black hole animation to look cool — not like a sad square.
Parsing resumes reliably and formatting AI feedback into clean sections.
Designing a comparison system that feels fair, useful, and motivating — without crushing dreams!

Accomplishments that we're proud of

Creating a fully immersive, animated upload experience that feels fun.
Pulling off a highly responsive and aesthetic UI while keeping performance smooth.
Seamlessly integrating Gemini AI and building a real resume benchmarking engine.
Making resume review — something most people dread — actually exciting.

What we learned

Thoughtful animations and UI/UX polish massively improve how users experience your app.
AI feedback is powerful, but context (like comparing to top resumes) makes it meaningful.
Building a great product means lots of testing, tweaking, and asking “does this feel right?”

What's next for CosmicCV

Direct editing: Allow users to update their resume based on feedback right inside the app.
Smarter suggestions: Generate custom cover letter lines and interview prep questions.
Cosmic leaderboard: See how your resume ranks among peers (because why not gamify it?).
Even dreamier UI: More starfields, customizable galaxies, and cosmic animations.