
Fill Forms in Seconds with Local RAG & AI Precision
The private, intelligent browser assistant engineered for developers and job seekers. Auto-fill Google Forms and Microsoft Forms with tailored answers synthesized directly from your Resume and GitHub READMEs using on-device Ollama or Cloud LLMs.
Senior AI / Full Stack Engineer Application
Please provide your technical background and expected compensation.
Click the button above to test instantaneous DOM autofill

Experience Fillvyn in Action
Every column is read and evaluated by AI. Fillvyn checks default profile values, fills strict values [without any extra text], and retrieves RAG details when descriptive text is required.
Fillvyn Assistant Dock
In-Page Floating Controls
All resume chunks and candidate details are evaluated locally in memory. Zero external storage.
AI & Full Stack SDE Application
Join our engineering team to work on real-world AI products, automation, and production systems. If you love building, solving problems, and taking ownership from Day 1, we'd love to hear from you!
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Google Forms

Engineered for Precision, Privacy, and Speed
Everything you need to apply for jobs and submit technical questionnaires 10x faster without sacrificing data accuracy.
RAG Knowledge Base & Truth Synthesis
Upload your resume (.pdf, .docx, .md, .txt) and ingest GitHub repository READMEs with 1 click. Generates factual, first-person answers for complex open-ended technical questions.
AI Column Evaluation & Strict Value Resolution
Every column is read by AI. It evaluates field constraints, checks default profile values, inputs strict values [without extra text], and queries RAG for descriptive answers.
100% Free & Offline Local Ollama
Run completely on-device with Ollama models like Llama 3.2, DeepSeek-R1, Mistral, or Phi-3. Enjoy zero cloud subscription fees, zero rate limits, and 100% data privacy.
In-Page Floating Assistant Dock
A discreet floating control widget directly inside Google Forms and Microsoft Forms. Switch candidate personas and toggle the live Target JD drawer with Alt + Shift + F.
Multi-Persona Profile Management
Create and switch between distinct candidate profiles (e.g. AI Engineer, Full Stack, SDE-2) with unique skills, expected CTC brackets, and portfolio links.
AES-GCM-256 Encrypted Backups
Protect your candidate information with military-grade Web Crypto API encryption. Includes strict anti-XSS DOM sanitization, anti-SSRF protections, and local storage.

Engineered for Seamless Speed & Privacy
Explore Fillvyn's modular interface designed for speed, zero-click autofill convenience, and complete local privacy.
In-Page Floating Assistant
A discreet in-page floating widget that activates when Google Forms or Microsoft Forms load. Switch profiles, select local AI models, or inject a Job Description with zero tab switching.

Runs on Any Laptop or Workstation
Choose whether you want 100% private on-device generation with Ollama or zero-footprint cloud execution.
Entry-Level (Smooth CPU)
Recommended (Fast & Sharp)
Power User (Heavy RAG)

How to Install & Configure Fillvyn
Follow the quick steps below to load the Chrome Extension and connect your free local Ollama AI model.
Step 1: Install in Chrome
Chrome Web Store / Developer Mode
Navigate to chrome://extensions/ in Google Chrome, Edge, Brave, or Arc.
Toggle the Developer mode switch in the top-right corner of the page.
Click Load unpacked and select the Fillvyn project directory.
Pin the Fillvyn icon to your browser bar and press Alt + Shift + F on any Google Form!
Step 2: Free Local Ollama Setup
100% Offline & Zero API Subscriptions
ollama pull llama3.2[System.Environment]::SetEnvironmentVariable("OLLAMA_ORIGINS", "*", "User")Or press Win + R, run sysdm.cpl, click Environment Variables, add OLLAMA_ORIGINS = *, then restart Ollama.
Open Fillvyn Options → AI & Local LLM Setup → Click Detect Models → select llama3.2.
How Fillvyn Compares
See how Fillvyn's intelligent RAG architecture compares against ordinary form autofillers and manual copy-pasting.
| Feature & Capability | Fillvyn AI | Generic Auto-Fillers | Manual Copy-Paste |
|---|---|---|---|
RAG Resume & GitHub README Ingestion Chunks and retrieves factual metrics from real files | |||
Smart Numeric & LPA Formatting (e.g. 14 LPA vs 14) Converts between textual compensation & numeric constraints | Manual Math | ||
100% Offline Local Ollama LLM Execution Zero cloud latency, zero external data transfer | |||
Target Job Description (JD) Live Alignment Aligns technical responses to specific employer JD keywords | Slow & Tedious | ||
Multi-Persona Profile Switching (Alt + Shift + F) Instant switch between Frontend, SDE-2, AI, etc. | Limited (1 Profile) | ||
Zero Subscription Cost & No Telemetry Tracking Open-source, free local models with zero cloud bills | Varies |

Got Questions? We've Got Answers.
Learn more about Fillvyn's privacy guarantees, offline RAG retrieval, and form compatibility.
Fillvyn natively supports all Google Forms and Microsoft Forms (including forms.office.com and forms.cloud.microsoft). It dynamically inspects field containers, question titles, helper text, and input formats (radio pills, check boxes, short text, and multi-line essays).
Ready to streamline your form workflows?
Install Fillvyn today. Auto-fill Google Forms and Microsoft Forms with 100% private on-device RAG in under 3 minutes.

Connect with Fillvyn
Have feedback, questions about local Ollama models, or need engineering assistance?
Direct Support & Contact
Connect directly with our engineering team for assistance with local Ollama setup, custom JD parsing, or enterprise setups.
Share Your Feedback
Rate your experience, submit feature requests, and help shape our upcoming browser automation roadmap.
Privacy & Data Security
Review our zero-telemetry architecture, on-device AES-GCM-256 storage details, and local Ollama guarantees.
