🔐
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
🎯

Found a job?
Know if it's worth your
time in 60 seconds.

Career-Ops-India App evaluates any job against your profile — score, grade, and ghost likelihood. Built for the Indian job market.

📲
Add to Home ScreenInstall for a faster, full-screen experience.

Found a job?
Let's see if it's worth your time.

Paste the JD below and hit Evaluate. Takes about 30 seconds.

Cloud Intelligence Provider
Claude Sonnet 4.6 · $3/$15 per 1M tokens · Recommended for best evaluation quality
ℹ️Paste JD text directly for best results. URL extraction may fail on some job boards due to browser security restrictions.
⚡ Fast Scan — instant local GLS pre-check (free, offline)  ·  🔍 Deep Eval — full A–G evaluation via Claude API
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 JD above
Score, grade, ghost risk and full report appear here.

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 keys are protected by your PIN. Nothing leaves your browser except direct API calls to Anthropic or Google.
Anthropic API Key (optional — use Claude or Gemini, at least one required)

Get yours at console.anthropic.com/settings/keys →

⚠️ Your API key is encrypted with your PIN. Never share your PIN with anyone. Monitor usage at console.anthropic.com.
Google Gemini API Key (optional — 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

Career-Ops-India App evaluates any job against your profile — in 60 seconds.

👻 Ghost Likelihood Score🇮🇳 7 India Archetypes 🎓 Intern Mode🔐 PIN-Encrypted
📋
Paste a Job Description
From Naukri, LinkedIn, iimjobs, any company careers page
👻
GLS Pre-check
Is this a real opening? Ghost Likelihood Score 0–100
🎯
A–F Evaluation
CV match · CTC/LPA · archetype · work mode · red flags

Powered by the open source career-ops-india engine

⭐ View Engine Repo
Usage
1Go to Profile → add API key → paste CV → Extract from CV
2Go to Evaluate → paste any JD → tap Evaluate Job
3Read your Score + GLS → decide whether to apply
4Save to Tracker → manage your full pipeline
💡 Decision guide

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

1Go to Profile → add API key → paste CV with projects and CGPA
2Go to Evaluate → toggle to Student/Intern → paste internship JD
3Check your PPO score — the internship IS the job interview for most students
🚀 One tip

After your first evaluation, ask: "I keep getting low Project Match scores. What should I build next?"

Feedback

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.

Credits
career-ops (Santiago)
   └── career-ops-india (Dhawal)
        └── Career-Ops-India App ← you are here (Dhawal)
Dhawal Shrivastava
Creator · Sr. Security Assurance Engineering Lead · Microsoft
Created Career-Ops-India App and the career-ops-india CLI fork. Built everything you are interacting with.
✦ Career-Ops-India App — this app. Browser-native, PIN-encrypted, mobile-first.
✦ Ghost Likelihood Score (GLS) — original 0–100 ghost posting detector.
✦ Intern Mode — PPO probability, brand value, stipend benchmarks.
✦ 7 India archetypes · CTC/LPA · GCC stage · Fake Remote detection
⭐ career-ops-india 💼 LinkedIn
Santiago Fernández de Valderrama
Head of Applied AI · Creator of career-ops — the engine career-ops-india is forked from
Built career-ops, the original engine. Architecture, pipeline, PDF generation and HITL philosophy are his work.
🌐 santifer.io ⭐ Star career-ops
🤖
Claude
Anthropic
🔐
WebCrypto
AES-GCM
💾
IndexedDB
Local store

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

— Dhawal Shrivastava

Career-Ops-India App v7.5

Report
✍️ Custom CV Generator
🎤 Interview Prep
🧠
Sync Your Command Center
Download Offline Intelligence to unlock instant, zero-cost GLS scans. Your phone becomes a sovereign job assessment tool — no API key, no internet required after download.
⚡
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
📶 Recommended over WiFi. Download is ~1.6 GB and cached permanently on your device. You only download once.
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)