Career Compass AI

Carrer gap page
Skill gap module display
Roadmap 30 days
generated Resume
Intro page

Inspiration

We noticed that many students and early professionals feel lost when it comes to career decisions. Despite having access to countless resources, they struggle to understand which skills truly matter and what steps to take next. This lack of clarity often leads to wasted effort and missed opportunities. We wanted to build something that doesn’t just give information, but actually guides users with clear direction.

What it does

Career Compass AI is an AI-powered platform that transforms a resume into a personalized career action plan.

It analyzes the user’s resume, identifies strengths and skill gaps, suggests relevant career paths, and generates a structured 30-day roadmap with daily tasks. Instead of generic advice, it provides clear, actionable steps to help users improve and move forward.

How we built it

We built the platform using a MERN stack (MongoDB, Express, React, Node.js). The frontend provides an interactive user interface, while the backend handles resume processing and AI integration.

We used an OpenAI-compatible model with carefully designed prompts to generate structured outputs like skill analysis and roadmaps.

For handling different resume formats:

pdfjs-dist extracts text from PDFs tesseract.js handles OCR for image-based resumes

Challenges we ran into

One major challenge was dealing with unstructured AI responses. Initially, outputs were inconsistent and not very actionable. We solved this by refining prompts and enforcing structured formats.

Another challenge was supporting multiple resume formats (PDFs, images), which required integrating parsing and OCR tools effectively.

Accomplishments that we're proud of Built a system that converts resumes into clear, actionable plans Developed a 30-day roadmap generator instead of static suggestions Successfully integrated AI with real-world usability Made the platform simple and accessible for beginners

What we learned

Good prompt design is crucial for useful AI outputs Users need clarity and action, not just information Real-world problems require focusing on user experience and simplicity Integrating multiple technologies requires strong planning and structure 🔮 What's next for Career Compass AI

We plan to enhance the platform by adding:

Real-time job and internship integration Personalized learning resource recommendations Progress tracking with adaptive roadmaps Multilingual support to reach a wider audience

Our goal is to make Career Compass AI a complete career guidance companion.