India-first AI Career Agent MVP
Stop applying blindly. Build a career system that moves every day.
Match jobs, tailor your resume, create outreach messages, track applications, and prepare for assessments from one command center.
Career Agent Status
Job ScoutScanning jobs
Resume AgentReady
Assessment Agent0 tracked
Application CRM0 active
Step 1
Saved locally
Candidate Profile
Product Roadmap
From portal to autonomous agent
1
ATS + Resume Scoring
Existing resume screener and local analysis.
2
Career Agent MVP
Matching, tailoring, CRM, assessments.
3
Backend Job Discovery
Scrapers, APIs, queues, deduplication.
4
Email Assessment Monitor
Gmail/Outlook OAuth and invite detection.
5
Human-approved Auto Apply
Playwright workers with safety checkpoints.
Step 2
AI Job Matching
Scores your profile against live jobs in your existing job database.
Step 3
Resume Tailoring Studio
Your tailored summary, bullet points, missing keywords, cover letter, and referral message will appear here.
Step 4
Application CRM
Step 5
Assessment Hunter & Prep Planner
Track HackerRank, SHL, AMCAT, Codility, Mettl, company rounds, and preparation tasks.
Phase 3
Job Discovery Engine
Generate India-focused job-search missions across major portals and company careers pages.
Your search links, scraping-safe source plan, and deduping strategy will appear here.
Phase 4
Auto-Apply Control Room
Prepare safe auto-fill answers and readiness checks before real browser automation.
Phase 5
Email Assessment Parser
Paste an assessment email. The agent detects company, platform, deadline, and prep plan.
Detected assessment details will appear here with one-click tracking.
Phase 7
Interview Intelligence
Generate company-specific interview prep, project pitch, and mock questions.
Your interview story, likely questions, and prep checklist will appear here.
Phase 9
Follow-up Agent
Create recruiter follow-ups, referral asks, and post-assessment nudges.
Personalized follow-up messages will appear here.
Backend Ready
Production Architecture Blueprint
The exact backend path for real scraping, Gmail monitoring, and approved browser automation.
FastAPI Backend/api/profile, /api/match, /api/applications
Job Ingestion WorkersPlaywright + queues + dedupe + robots/ToS checks
OAuth Email MonitorGmail/Outlook scopes, invite classifier, audit logs
Vector MatchingPostgreSQL + pgvector/Pinecone for semantic matching
Human-approved Auto ApplyBrowser worker pauses before every submit
ObservabilityLangfuse/OpenTelemetry + application history
Safety rule: real auto-apply should never submit without user approval, should not bypass CAPTCHAs, and should respect each job board's terms.