AI Bot for Career/Job Guidance — Paths, Roadmaps & Jobs

Project Objective

Provide a smart, supportive AI career coach app that converts a user’s interests and qualifications into actionable plans, with curated jobs and learning resources. The experience emphasizes clarity, accountability, and consistent progress.

How It Works

1. Profile Intake: User shares education, interests, skills, location, and goals (e.g., “SDE”, “Data Analyst”, “UX Designer”).
2. AI Analysis: Generative AI (NLP) summarizes strengths, gaps, and recommends career pathways.
3. Roadmaps: Step-by-step learning plans with milestones, courses, projects, and certification suggestions.
4. Jobs & Internships: Aggregated listings with filters (role, experience, remote/on-site) and Quick Apply links.
5. Video Tutorials: Playlists for interview prep, resume tips, and role-specific skills.
6. Tracking: Save bookmarks, mark milestones as done, and receive reminders.

Project Modules

Android Integration Sketch (Java/XML)

// PSEUDO-CODE (illustrative only; no Firebase JSON printed)

// 1) AI Chatbot (Generative endpoint)
class CareerBot {
  LiveData ask(String message, UserProfile p){
    // sanitize message + profile
    // POST to secure endpoint (Cloud Function / server) -> returns structured JSON:
    // {roles:[...], skills:{need:[...], have:[...]}, roadmap:[{milestone, resources, eta}], tips:[...]}
  }
}

// 2) Roadmap Engine
class RoadmapRepo {
  LiveData> createOrRefresh(UserProfile p, BotReply bot){
    // merge bot roadmap with templates (role-based)
    // persist under /users/{id}/roadmap
  }
  void markDone(String milestoneId, boolean done){ /* update progress */ }
}

// 3) Jobs & Internships Aggregator
class JobsRepo {
  LiveData> search(JobFilter f){
    // call Cloud Function to fetch & normalize from sources (RSS/APIs)
    // fields: title, company, location, type, applyUrl, postedAt
  }
  void bookmark(JobItem j){ /* write under /users/{id}/bookmarks */ }
}

// 4) Videos Module
void openVideo(String ytId){
  Intent i = new Intent(Intent.ACTION_VIEW, Uri.parse("https://www.youtube.com/watch?v="+ytId));
  ctx.startActivity(i);
}

// 5) Notifications & Reminders
void scheduleReminder(LocalDateTime when, String text){
  // WorkManager/AlarmManager -> local notification for milestones or new job matches
}

// 6) Auth & Security
// FirebaseAuth for login; Security Rules enforce that users only read/write their own data.
              

What You Get