BridgeUp – Life After Graduation Dashboard

Inspiration

As college students expected to graduate in Fall 2026, we’re already seeing how messy the transition from campus life to “real world” responsibilities can be, job applications, bills, insurance, taxes, and basic adult skills all at once. We built BridgeUp to be the tool we wish existed before graduation: a single dashboard that makes the jump to post-grad life less overwhelming and more organized.

What it does

BridgeUp combines everything a new graduate needs in one place:

Career Booster — AI-tailored resumes and instant cover letters.
Finance & Bills Tracker — track upcoming bills and add reminders.
Alumni Connector — match with mentors based on your field of interest.
Adulting 101 Toolkit — plain-language guides on taxes, healthcare, and insurance.
By unifying these essentials, BridgeUp serves as a practical co-pilot for life after college.

How we built it

Frontend: Streamlit with custom CSS, responsive layouts, and reusable components.
Backend: Python modules for AI utilities, SQLite database for bills tracking, and a clean component system.
AI Integration: OpenAI API to generate tailored resumes, cover letters, and answer Adulting 101 questions.
Collaboration: GitHub for version control and real-time code sharing between teammates.

Challenges we ran into

Styling Streamlit to look like a polished app instead of the default demo.
Managing session state across multiple pages and inputs.
Handling OpenAI API keys securely in a live demo environment.
Building and testing collaboratively on a tight hackathon timeline.

Accomplishments that we're proud of

Going from concept to working multi-page dashboard in one weekend.
Successfully integrating AI resume tailoring and cover letter generation.
Designing a clean navigation and KPI dashboard inside Streamlit.
Building a modular codebase (frontend + backend) that’s easy to extend.

What we learned

How to rapidly prototype with Streamlit while applying custom CSS for branding.
How to modularize Python code for clear separation between UI and logic.
How to manage API keys and environment variables securely.
How to work effectively as a small distributed team using Git.

What's next for BridgeUp – Life After Graduation Dashboard

Persistent data: Wire the Finance & Bills tab fully to the SQLite database so bills and reminders survive refreshes.
Expanded AI tools: Add job tracking, interview prep, and AI-powered mentor recommendations.
User accounts: Let students log in and save their data across devices.
Mobile friendly: Refine layout for phones so it can act as a quick companion app.
More guides: Expand Adulting 101 to include housing, credit, and investment basics.