Job Recommendation Platform — AI Matching, Alerts & Tracking

Project Objective

Build an intelligent AI job matching app that reduces search time, improves fit, and keeps candidates organized with tracking, alerts, and insights—ideal for student projects and real-world prototypes.

How It Works

1. Profile Intake: Education, skills, interests, target roles, locations, and salary range.
2. AI Matching: Generative AI (NLP) analyzes profile + listings → returns scored, ranked jobs with short reasons.
3. Filters & Alerts: Role, experience, location, remote/on-site, tech stack; save searches; receive push alerts.
4. Apply & Track: Open job links, record applications, set follow-up reminders, and update statuses.
5. Company Insights: Snapshot of size, stack, culture notes*, and interview tips* (*template content).
6. Video Tutorials: Resume tips, interview prep, and roadmap playlists.

Project Modules

Android Integration Sketch (Java/XML)

// PSEUDO-CODE (illustrative only; Firebase JSON not printed)

// 1) Profile & Auth
class ProfileRepo {
  LiveData get(){ /* observe /users/{uid}/profile */ }
  void save(UserProfile p){ /* write profile safely */ }
}

// 2) AI Match (Generative endpoint)
class MatchService {
  LiveData> recommend(UserProfile p, JobFilter f){
    // POST to Cloud Function with sanitized profile + filters
    // returns [{id,title,company,loc,score,reason,applyUrl,postedAt},...]
  }
}

// 3) Job Search & Alerts
class JobsRepo {
  LiveData> search(JobFilter f){ /* fetch from sources/APIs via server */ }
  void saveAlert(JobFilter f){ /* store under /users/{uid}/alerts */ }
}

// 4) Applications Tracker
class TrackerRepo {
  void add(Application a){ /* /users/{uid}/applications push */ }
  void updateStatus(String appId, String status){ /* allowlist statuses */ }
  LiveData> list(){ /* realtime updates */ }
}

// 5) Notifications
void scheduleReminder(LocalDateTime when, String text){
  // WorkManager/AlarmManager -> local notification
}

// 6) Videos
void openVideo(String ytId){
  startActivity(new Intent(Intent.ACTION_VIEW,
    Uri.parse("https://www.youtube.com/watch?v=" + ytId)));
}
              

What You Get