CYBERUS
Your AI Job Application Sidekick
Stop wasting late nights on tedious application forms. Cyberus uses Google Search grounding to locate active listings, runs intelligent profile matching using Gemini, and provides Human-in-the-Loop browser delegation to complete security checks.
Core Features
Google Search Grounding
Leverages the Vertex AI SDK with Google Search grounding to locate actual, active job postings on Google Jobs in real-time, filtering out outdated or scraped listings.
How It Works
Secure PDF Upload & Parsing
Upload your resume as a PDF. Cyberus securely parses your skills, titles, and achievements into structured JSON metadata to drive the matching logic.

Our Journey
Alpha Testing Breakthrough
Achieved initial agent search proof-of-concept. Initial trials surpassed human manual speed and volume limits.
LLC Formation & Backend Setup
Incorporated Cyberus AI LLC. Built the initial suite of FastAPI microservices (users, preferences, resumes).
Google Jobs Grounding
Shifted search strategy by integrating Vertex AI SDK with Google Search grounding, enabling the agent to target active job URLs.
Intelligent Profile Matcher
Deployed Gemini-powered matching system. Jobs are cross-checked against salary floors, locations, clearances, and visa status.
Human-in-the-Loop Session Handoff
Created an interactive click-stream streaming server that allows humans to take control and complete CAPTCHAs during runs.
Full Launch & Dashboard Deduplication
Added strict title/URL deduplication matching up to 5,000 historic entries in Firestore, enabling highly stable long runs.
About Cyberus
Cyberus was born out of frustration. I spent countless evenings hunched over job boards, missing dinners with my family and stalling side-projects I cared about. My first hack was a simple script that could submit a single application at a time—five jobs over a few days. It wasn’t meant to be a product, just a personal lifesaver.
Then, we built an agent that could evaluate job descriptions against a profile, perform deduplication, and solve complex security checkpoints with a human-in-the-loop fallback. Suddenly, we went from radio silence to active interview pipelines—and realized we’d flipped the script on the job search. If this could change our lives so quickly, imagine what it can do for you.

Mission
Our mission is clear: End “application fatigue” and give job seekers back their time and peace of mind. We build technology that automates the tedious grind, allowing you to focus on interview preparation, skill development, and life. We aim to be the go-to AI agent for job hunting—while keeping the process transparent, customizable, and secure.

Values
Automate the grind so users focus on what matters—interviews, learning, life.
Full control and visibility over every application sent in your name.
From 1 application/day to thousands/month—Cyberus grows with your ambitions.
No complex setups—just upload, set preferences, and let it run.