Career Compass

AI-powered job trust + opportunity intelligence system

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🚀 Career Compass

Overview

Career Compass is an AI-powered career intelligence platform that helps job seekers identify legitimate, high-signal opportunities and avoid wasting time on low-quality, outdated, or fraudulent job postings.

Instead of blindly applying to hundreds of jobs, users receive:

  • 🎯 AI-ranked opportunities
  • 🛡️ Legitimacy scoring
  • 📈 Interview likelihood predictions
  • 🧠 Personalized career insights
  • 🎙️ Voice-enabled career coaching
  • 🤝 Warm referral introductions

Built with Google Gemini 2.5 Pro on Vertex AI, Career Compass uses AI as the decision engine at every stage of the job search journey—not as a cosmetic chatbot.

⚠️ The Problem

The modern job search is broken.

Job seekers face three major challenges:

  • Job boards are noisy and unfiltered
  • Remote roles are often fake, outdated, or misleading
  • AI hiring systems reject candidates before human review

At the same time, layoffs continue across industries as organizations restructure around AI and automation.

The result?

Talented people spend months applying into a black hole with little understanding of which opportunities are legitimate, worth pursuing, or likely to lead to interviews.

This challenge disproportionately affects diaspora professionals and Global South talent, who often have less access to referral networks and face greater exposure to hiring scams.

💡 Our Solution

Career Compass introduces a new category:

Job Decision Intelligence

Instead of helping users apply faster, we help them apply smarter.

Before investing time in an opportunity, Career Compass answers three questions:

Is this real?

Is this worth my time?

Do I actually have a chance?

By combining AI-powered analysis, legitimacy detection, and opportunity ranking, we transform job search from a volume game into a signal-driven decision process.

🧠 Core Features

Resume Intelligence

Upload a resume and Gemini instantly extracts:

  • Skills
  • Seniority level
  • Career trajectory
  • Strengths and gaps
  • Relevant role categories

No forms required.

Job Scoring Engine

Every opportunity is evaluated across multiple dimensions:

  • 🎯 Match Score
  • 🛡️ Legitimacy Score
  • 📈 Interview Likelihood
  • 🌍 Remote Authenticity Score
  • ⚡ Application Priority Ranking

Why You Might Get Rejected

One of our most valuable features.

Gemini identifies:

  • Missing qualifications
  • Skill gaps
  • ATS risks
  • Role mismatches
  • Screening red flags

This transforms Career Compass from a job board into an AI career advisor.

Ranked Opportunity Feed

Users receive a prioritized list of opportunities with clear recommendations:

Recommendation| Meaning ⚡ Apply Now| High fit, high legitimacy, strong interview potential ◷ Maybe Later| Good fit but lower signal or higher competition ⊘ Skip| Low legitimacy or significant risk indicators

Nia — AI Career Coach

Nia is a voice-enabled Gemini-powered career coach.

Unlike generic chatbots, Nia understands the user's profile, goals, and application history.

Nia helps users:

  • Navigate job search burnout
  • Prioritize opportunities
  • Improve positioning
  • Translate goals into actionable job search strategies

Warm Referral Network

Career Compass surfaces referral opportunities through trusted community networks.

Gemini can draft personalized outreach messages and help transform cold applications into warm introductions.

🧪 How It Works

Resume Upload ↓ Gemini Profile Extraction ↓ Job Dataset Ingestion ↓ Gemini Evaluation Layer ↓ Scoring Engine • Match Score • Legitimacy Score • Interview Probability ↓ Opportunity Ranking ↓ Personalized Career Feed

🏗️ Architecture

Google Cloud Services

Layer| Technology AI Intelligence| Gemini 2.5 Pro + Vertex AI Semantic Matching| Vertex AI Vector Search Authentication| Firebase Auth Database| Firestore Storage| Firebase Storage Job Processing| Cloud Functions + Cloud Scheduler Hosting| Cloud Run + Firebase Hosting CI/CD| Cloud Build

🧰 Technology Stack

  • Google Gemini 2.5 Pro
  • Vertex AI
  • Vertex AI Vector Search
  • Firebase Auth
  • Firestore
  • Firebase Storage
  • Cloud Functions
  • Cloud Scheduler
  • Cloud Run
  • Cloud Build
  • Next.js
  • Python
  • FastAPI

🔥 What Makes Career Compass Different?

Most career tools focus on:

  • Resume optimization
  • Keyword matching
  • Automated applications

Career Compass focuses on something more important:

Decision Quality

We don't just tell users what jobs exist.

We help them determine:

  • Which opportunities are legitimate
  • Which opportunities are worth pursuing
  • Which opportunities are most likely to result in interviews

🧭 Key Innovation: Legitimacy Score

Career Compass introduces a Gemini-powered Legitimacy Score.

The system evaluates:

  • Company credibility
  • Hiring realism
  • Job quality signals
  • Scam indicators
  • Duplicate postings
  • Suspicious application flows

This creates a trust layer that helps job seekers avoid low-quality or fraudulent opportunities before they waste time applying.

🌍 Vision

We believe the future of work is:

  • Distributed
  • AI-filtered
  • Referral-driven
  • Trust-based

Career Compass is building the intelligence layer that helps people navigate that future.

By the time a user clicks "Apply", Gemini has already:

  • Read their resume
  • Evaluated the opportunity
  • Predicted interview likelihood
  • Identified risks
  • Suggested improvements
  • Drafted outreach messages

Our goal is simple:

Help talented people spend less time searching and more time getting hired.

🏁 Hackathon Goal

Demonstrate how Gemini can power real-world decision intelligence—not just content generation.

Career Compass showcases how AI can improve workforce mobility by helping users make better career decisions with confidence, transparency, and trust.

Built with ❤️ by Afro Adventurer at Build54 Nairobi 2026.

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