🔐
Secure Your App
Set a 4-digit PIN to protect your API key.
Why a PIN? Your API keys are encrypted using your PIN. Even if something reads your browser storage, the keys remain unreadable without your PIN.
🔒 Security Verified
🎯

Tired of applying blind with no clarity on what you're getting into?

Is this job worth
your time?

Paste a job description, get a fit score, ghost risk, take-home salary and a full report — in 60 seconds.

👻Ghost
Detection
💰Salary
Calculator
📄Tailored
CV
🔐100%
Private
📲
Add to Home ScreenInstall for a faster, full-screen experience.

Tired of applying blind with no clarity on what you're getting into?

Is this job worth
your time?

Paste a job description → get a fit score, ghost risk, take-home salary & a full report. 60 seconds. Free.

� Full job report 🎯 Get a fit score 🔐 100% private
Cloud Intelligence Provider
✨ Free tier: 15 evals/minute at no cost · Paid: $0.30/$2.50 per 1M tokens · Multimodal
ℹ️Paste JD text directly for best results. URL extraction may fail on some job boards due to browser security restrictions.
Runs a quick GLS ghost-signal scan first, then you can proceed to full A–G deep evaluation.
Evaluating your job match...
1
Loading evaluation context
2
Running GLS pre-check
3
Detecting archetype
4
Analysing CV match
5
Researching compensation
6
Generating report
👆
Paste a job description above
You'll get a score, grade, ghost risk, salary estimate & full report — in under a minute.

My Pipeline

0
Total
0
Applied
0
Interview
0
Offer
Status
Notice Period
Source Quality

Pipeline Analytics

Computed from your local tracker data. No API needed.

Your Profile

Set up once. Powers every evaluation. Foundation for your custom CV later.

🔒Everything saved locally and encrypted. Your API key is protected by your PIN. Nothing leaves your browser except direct API calls to Google.
Google Gemini API Key (free tier available via Google AI Studio)

Get yours free at aistudio.google.com/app/apikey → Free tier: 15 evaluations/minute at no cost.

✨ Gemini 2.5 Flash free tier — up to 15 requests/minute at zero cost via Google AI Studio. No billing required to get started.
Your CV

Paste once. We extract your details automatically.

Let us extract your details from the CV — name, CTC target, city, work mode, notice period and more.

👤 Profile Details — review & edit ▼
Local AI — Offline Intelligence
🧠 Intelligence Core
GLS Settings

A warning appears before you apply to roles above this score.

About

How to Use
1Go to Profile → add your Gemini API key → paste your CV → tap Extract from CV
2Go to Evaluate → paste any job description → tap 🚀 Evaluate Job
3Review your GLS ghost check first, then run Deep Eval for the full A–G scorecard
4Save to Tracker → filter, compare, and manage your full pipeline
💡 Decision guide

Score ≥ 4.0 + GLS ≤ 50 → Apply now  ·  Score ≥ 4.0 + GLS > 50 → Verify first  ·  Score < 3.5 → Skip

🎓 Students & Interns

The app auto-detects intern mode from your profile (stipend, CGPA). You'll see PPO probability and stipend analysis automatically — no manual toggle needed.

Feedback
💬 Share your feedback — it shapes everything ▼

Every piece of feedback shapes Career-Ops-India App. Goes directly to GitHub Discussions.

🐛Bug Report
✨Feature
💬General

You will be taken to GitHub to complete your submission.

About
✨ 6 things this app does for you ▼
📋
Evaluate any job in 60 seconds
Paste a JD — get a score, ghost check, and India-specific archetype match
👻
Spot ghost postings before you apply
Ghost Likelihood Score checks 9 red-flag signals and scores 0–100
🎤
Prep for interviews with AI
STAR stories, CTC negotiation scripts, and technical questions — from your CV
📄
Generate a custom CV per role
Tailored to each job, downloadable, ready to submit
🗂️
Track your entire pipeline
Save every evaluation, filter by status, get follow-up reminders
🔐
Your data never leaves your device
PIN-encrypted keys, local storage, works offline as a PWA
📊
Cookie-free analytics
We count page visits using GoatCounter — no cookies, no personal data, no tracking
Credits
Dhawal Shrivastava
Creator
Created Career-Ops-India App and the career-ops-india CLI fork. Built everything you are interacting with.
Innovation by Dhawal
✦ First-in-India: Ghost Likelihood Score
✦ First-in-India: On-device AI job evaluation
✦ First-in-India: 7 India employer archetypes
✦ Single-file architecture
✦ Hybrid AI pipeline
✦ Security-first on the browser
⭐ career-ops-india 💼 LinkedIn ☕ Buy me a coffee
🔵
Gemini
Google
🔐
WebCrypto
AES-GCM
💾
IndexedDB
Local store

Powered by the open source career-ops-india engine

⭐ View Engine Repo

Made with Love and Innovation, driven by Intention, dedicated to the community.

— Dhawal Shrivastava

Career-Ops-India App v9.3

Report
✍️ Custom CV Generator
🎤 Interview Prep
🧠
Sync Your Command Center
Download an offline AI model for instant, zero-cost job evaluations. No API key or internet needed after setup.
⚡
Instant GLS scans — results in seconds, not 30s cloud round-trips
🔌
Works fully offline — scan jobs on the metro with no signal
🆓
Zero API cost — GLS scans are free once downloaded
🔒
Total privacy — JD text never leaves your device
📶 ~1.6 GB one-time download · Best on Wi-Fi
🔄 Can resume if interrupted
🔒 Stored only on your device
🗑️ Delete anytime from Profile
Starts now, continues in background while you use the app.
Choose your Intelligence Core
Initialising...
Preparing download...
Phase 1: Gemma 2 2B (available now)
Phase 2: Gemma 4 E2B — one-tap upgrade when available (May 2026)