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SkillSync (Ai-powered Career Development Platform)

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Project Overview

The SkillSync is a full-stack web application designed to guide users through the career development process with AI-driven insights and tools. From onboarding and industry analysis to resume generation, quizzes, and cover letters, this platform centralizes all aspects of career planning into an intuitive, personalized experience.

Key Objectives:

  • Personalize career guidance based on user-selected industries and skills
  • Automate resume and cover letter creation using Markdown and AI (Google Gemini)
  • Provide interactive AI-generated quizzes to track learning progress
  • Visualize industry trends and user performance with dynamic charts

Features

  • User Authentication & Profiles: Secure signup/login via Clerk, with customizable profile pages
  • Onboarding Flow: Industry, sub-industry, and skill selection stored in PostgreSQL
  • Industry Insights: AI-curated market outlooks, salary trends, trending jobs, and recommended skills (charts powered by Shadcn)
  • Resume Builder: Markdown-driven resume templates, real-time preview, customization, and PDF download
  • AI Quiz Module: Dynamic multiple-choice quizzes, automated scoring, and performance tracking over time
  • Cover Letter Generator: AI-generated, role- and company-specific cover letters (powered by Google Gemini), stored and editable
  • User Dashboard: Central hub displaying insights, resume, quiz history, and cover letters

Tech Stack

Layer Technology
Frontend Framework Next.js
UI Components Shadcn (Tailwind CSS)
Authentication Clerk
Background Jobs Inngest
ORM & Database Prisma & PostgreSQL
AI & Language Model Google Gemini API
Hosting & Deployment Vercel (Next.js)

Architecture & Components

  1. Next.js Client & Server

    • Server-side rendering for SEO and performance
    • API routes for backend logic and data operations
  2. Clerk

    • User authentication, sessions, and profile management
    • Prebuilt React components and hooks
  3. Prisma & PostgreSQL

    • Data models: User, IndustryPreference, ResumeData, QuizResult, CoverLetter, Skill
    • Easy migrations and type-safe queries
  4. Inngest

    • Background workflows (quiz scoring, cover letter generation)
  5. AI Integrations

    • Google Gemini prompts for quizzes and cover letters

Installation & Setup

  1. Clone the repository

    git clone https://github.com/your-username/ai-career-coach.git
    cd ai-career-coach
  2. Install dependencies

    npm install
  3. Configure environment variables Create a .env.local file:

    NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY= your_publishable_key_clerk
    CLERK_SECRET_KEY= Clerk_secret_key
    NEXT_PUBLIC_CLERK_SIGN_IN_URL=/sign-in
    NEXT_PUBLIC_CLERK_SIGN_UP_URL=/sign-up
    NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL=/onboarding
    NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL=/onboarding
    DATABASE_URL= postgresql_database_url
    DIRECT_URL= postgresql_direct_url
    GEMINI_API_KEY= your_gemini_key
  4. Run database migrations

    npx prisma migrate dev --name init
  5. Start development server

    npm run dev

Usage

  • Onboarding: Navigate to /onboarding to set industry preferences
  • Dashboard: Visit /dashboard for personalized charts and insights
  • Resume: Go to /resume to build, preview, customize, and download your resume
  • Interview (Quizzes): Access /interview for AI-generated quizzes and performance tracking
  • Cover Letter: Open /ai-cover-letter to generate and manage cover letter drafts

Database Schema

model User {
  id            String      @id @default(cuid())
  email         String      @unique
  clerkId       String      @unique
  preferences   Preference[]
  resumeData    ResumeData?
  quizResults   QuizResult[]
  coverLetters  CoverLetter[]
  createdAt     DateTime    @default(now())
}

// ... other models (Assessment, , IndustryInsight, CoverLetter, Resume)

Background Jobs & Workflows

  • Quiz Workflow: Generates quiz questions via Gemini, scores submissions, and updates QuizResult
  • Cover Letter Workflow: Sends prompts to Gemini, saves generated cover letter
  • Resume PDF Generation: Converts markdown resume to PDF on demand

Configuration & Environment Variables

Variable Description
NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY Clerk frontend publishable key
CLERK_SECRET_KEY Clerk backend secret key
NEXT_PUBLIC_CLERK_SIGN_IN_URL Path for sign-in page
NEXT_PUBLIC_CLERK_SIGN_UP_URL Path for sign-up page
NEXT_PUBLIC_CLERK_AFTER_SIGN_IN_URL Redirect after sign-in
NEXT_PUBLIC_CLERK_AFTER_SIGN_UP_URL Redirect after sign-up
DATABASE_URL Primary Neon Postgres connection string
DIRECT_URL Direct Neon Postgres connection string
GEMINI_API_KEY Google Gemini API key

Future Enhancements

  • Connection pooling
  • Built-in ATS scanning
  • AI chatbot for career queries
  • Real-time job board API integrations (LinkedIn, Indeed)
  • LinkedIn profile auto-import

Contributing

Contributions are welcome! Please open an issue or submit a pull request.


Contact

Developed by [Namra Vora] – [voranamra625@gmail.com]
GitHub: https://github.com/Vora-Namra
LinkedIn: https://www.linkedin.com/in/namra-vora/

About

AI powered platform designed to guide users through the career development process with AI-driven insights and tools. From onboarding and industry analysis to resume generation, quizzes, and cover letters & centralizes all aspects of career planning into an intuitive, personalized experience.

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