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AI-powered placement preparation platform for engineering students — roadmap, resume analysis, mock interviews, job tracking

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PlacementOS

Your AI Placement Coach

From "I don't know where to start" to "I'm interview-ready for Amazon, Microsoft, TCS, Infosys"

Live Demo Next.js Supabase TypeScript License


The Problem

1.5M+ engineering students in India sit for placements every year. Their preparation is scattered across:

  • Random YouTube playlists
  • WhatsApp groups with outdated info
  • ₹50K coaching centers with no personalization
  • Excel sheets tracking 47 different things

There is no single platform that takes a student from "lost" to "placed."

What PlacementOS Does

PlacementOS is an AI-powered platform that replaces the entire scattered prep workflow with one intelligent system.

Core Features (MVP - Live)

Feature What It Does
AI Roadmap Generator Personalized month-by-month plan based on target companies, current DSA level, and branch
Resume Analyzer Upload PDF → AI scores ATS compatibility, keywords, projects, skills with fix suggestions
Mock Interviews AI conducts technical + HR interviews, evaluates answers, scores confidence
Application Tracker Kanban board to track Applied → OA → Interview → Offer across all companies
Placement Dashboard Single view: DSA progress, resume score, interview readiness, aptitude, communication
Auth System Email/password + Google OAuth, rate limiting, RLS security

Coming Soon

Feature Description
DSA Tracker Sync LeetCode/GFG/HackerRank, AI analyzes weak topics
Company Prep Amazon/Google/Microsoft-specific OA patterns, interview guides
Aptitude Trainer AI-generated infinite practice sets with mistake bank
Job Finder Aggregate jobs from LinkedIn, Internshala, Wellfound, Naukri
Study Groups Cohort-based prep with leaderboards
Behavioral Coach STAR framework training with AI feedback

Tech Stack

Frontend          Backend           AI                Infrastructure
─────────────     ─────────────     ─────────────     ──────────────
Next.js 16        Supabase          Gemini 2.5 Flash  Vercel
React 19          PostgreSQL        OpenAI GPT-5      Supabase Cloud
TypeScript 5      Row Level Sec.    PDF.js            Sentry
Tailwind CSS 4    Auth (GoTrue)     Prompt Routing    
ShadCN/UI         Storage (R2)                        
Tanstack Query    Rate Limiting                        
React Hook Form   Zod Validation                      

Architecture

┌──────────────────────────────────────────────────────────┐
│                      Next.js 16 App                       │
│  ┌──────────┐  ┌──────────┐  ┌──────────┐  ┌──────────┐ │
│  │ Dashboard │  │ Roadmap  │  │ Resume   │  │Interview │ │
│  │  Page     │  │  Page    │  │  Page    │  │  Page    │ │
│  └────┬─────┘  └────┬─────┘  └────┬─────┘  └────┬─────┘ │
│       │              │              │              │       │
│  ┌────┴──────────────┴──────────────┴──────────────┴────┐ │
│  │              API Routes (20 endpoints)               │ │
│  │  Auth │ Profile │ Roadmap │ Resume │ Interview │ App  │ │
│  └──────────────────────┬──────────────────────────────┘ │
└─────────────────────────┼────────────────────────────────┘
                          │
         ┌────────────────┼────────────────┐
         │                │                │
    ┌────┴────┐    ┌──────┴──────┐   ┌────┴────┐
    │Supabase │    │  AI Router  │   │ Sentry  │
    │PostgreSQL│   │  ┌────────┐ │   │ Error   │
    │Auth     │    │  │Gemini  │ │   │ Tracking│
    │Storage  │    │  │OpenAI  │ │   │         │
    │RLS      │    │  └────────┘ │   │         │
    └─────────┘    └─────────────┘   └─────────┘

Getting Started

Prerequisites

  • Node.js 18+
  • Supabase account (free tier works)
  • Gemini API key (free tier: 60 req/min)
  • OpenAI API key (optional, for interview mode)

Installation

# Clone the repo
git clone https://github.com/Shan7Usmani/SaaS.git
cd SaaS

# Install dependencies
cd next-app
npm install

# Set up environment
cp .env.example .env.local
# Fill in your Supabase + AI keys

# Run database migrations
npx supabase db push

# Start dev server
npm run dev

Open http://localhost:3000

Environment Variables

# Required
NEXT_PUBLIC_SUPABASE_URL=your-supabase-url
NEXT_PUBLIC_SUPABASE_ANON_KEY=your-anon-key
SUPABASE_SERVICE_ROLE_KEY=your-service-role-key
GEMINI_API_KEY=your-gemini-key

# Optional (for interview mode)
OPENAI_API_KEY=your-openai-key

# Optional (error tracking)
NEXT_PUBLIC_SENTRY_DSN=your-sentry-dsn

API Endpoints

Method Endpoint Description
POST /api/auth/signup Register with email
POST /api/auth/login Login
POST /api/auth/google Google OAuth
GET /api/user/profile Get profile
PUT /api/user/profile Update profile
POST /api/roadmap/generate AI generates roadmap
GET /api/roadmap/[id] Get roadmap
PATCH /api/roadmap/[id]/topic/[topicId] Update topic progress
POST /api/resume/upload Upload PDF resume
POST /api/resume/[id]/analyze AI analyzes resume
GET /api/resume/[id] Get resume + score
GET /api/resumes List all resumes
POST /api/interview/start Start mock interview
POST /api/interview/[id]/answer Submit answer
GET /api/interview/[id] Get interview
GET /api/interviews List interviews
GET /api/applications List applications
POST /api/applications Add application
PATCH /api/applications/[id] Update stage
DELETE /api/applications/[id] Remove application
GET /api/dashboard Dashboard stats

All routes are rate-limited with X-RateLimit-* headers.

Security

  • Row Level Security on all database tables
  • Signed URLs for resume storage (1-hour expiry)
  • Rate limiting on every API endpoint
  • Input validation via Zod schemas
  • CSRF protection via SameSite cookies
  • No secrets in client code — all sensitive operations server-side

Database Schema

profiles          → user identity, college, branch, year, CGPA
roadmaps          → AI-generated plans with target companies
roadmap_topics    → individual topics with completion tracking
resumes           → PDF uploads with AI scores
interviews        → mock interview sessions with feedback
applications      → job application pipeline (Kanban)
feature_flags     → feature gating for free/pro tiers
usage_tracking    → daily AI usage per user (rate limits)

Monetization

Tier Price Features
Free ₹0 20 AI chats/day, basic roadmap, 1 resume analysis
Pro ₹499/mo Unlimited roadmap, resume reviews, mock interviews
Premium ₹999/mo Voice interviews, company prep, advanced analytics

Performance

  • Dashboard loads in <2s on 3G
  • AI responses stream in <5s
  • PDF parsing completes in <15s
  • 0 TypeScript errors
  • 20/20 API routes implemented
  • 7/7 RLS policies enforced

Author

Shan Usmani — GitHub • LinkedIn • Portfolio

Built as a student who lived through the placement chaos. This is the tool I wish I had.


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AI-powered placement preparation platform for engineering students — roadmap, resume analysis, mock interviews, job tracking

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