Portfolio/Case Study

AI Career OS (CV & Job Matcher)

Autonomous Job Search Architecture

A private, AI-powered career operating system that manages your master profile, dynamically generates ATS-optimized resumes, and autonomously scouts for matching jobs.

Achieved 95%+ ATS compatibility on generated CVs
Accelerated job application velocity by over 10x
Total privacy: 0 personal data shared with third-party tools
Unified all career assets (CVs, cover letters, applied jobs) in one secure dashboard
01 — The Challenge

Identifying the friction.

Modern job hunting is broken. Professionals waste hundreds of hours manually tailoring CVs for every application, fighting opaque ATS (Applicant Tracking System) algorithms, and tracking applications across fragmented, privacy-invasive platforms.

02 — The Strategy

Architecting sovereignty.

We engineered a unified "Career OS". Users input their entire career history into a secure "Master Profile". The system then dynamically restructures and rewrites highly-targeted CVs and Cover Letters tailored for specific roles (e.g., Project Manager vs. Developer), while an active AI agent scours job boards to match and auto-apply to roles exceeding an 85% match threshold.

Operational Architecture

Core Assets.

Module 01// FUNCTIONAL_VERIFIED

Master Profile Core

Module 02// FUNCTIONAL_VERIFIED

Dynamic CV Generation

Module 03// FUNCTIONAL_VERIFIED

Real-Time Job Scouting

Module 04// FUNCTIONAL_VERIFIED

ATS Scoring Engine

Module 05// FUNCTIONAL_VERIFIED

Autonomous Agent

Engineering Detail

Technical Asset.

A secure, web-based career command center. Best deployed locally or on a private server to ensure your highly sensitive personal and professional data never touches public third-party resume builders.

Highlights

  • Client-side HTML-to-PDF rendering pipeline
  • Asynchronous job matching & scoring algorithms
  • Fluid interactive UI powered by Framer Motion
  • Secure, local-first data architecture

Technology Stack

Next.jsReactFramer MotionPrivate AI Engine

All intellectual property, source code, and infrastructure configurations transferred to client upon completion.

AI Career OS (CV & Job Matcher) Interface

Deploy this solution for your operations.

Secure your own sovereign instance of this application. We provide complete technical transfer, removing all SaaS dependencies.

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mandate.

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