Amphib 🐸

A better breed of hiring agent — open source, actively maintained, and improving every day.

Amphib ingests a resume PDF, extracts structured data with an LLM, cross-references GitHub for ground truth, and produces an explainable score. It runs locally with Ollama or uses Gemini.

This project started as a fork of Hiring Agent by HackerRank. We use it, we improve it, and we give those improvements back. That's the point.

Quick start

git clone <your-repo-url> && cd amphib
python -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt
ollama pull gemma3:4b
cp .env.example .env
python score.py resume.pdf

Full setup guide →

What makes Amphib different

We didn't just rebrand it. We're actively building on top of Hiring Agent:

• Active development. Issues get fixed, features get added, the project moves forward.
• Open improvements. Every change we make is public — no closed-source magic.
• Community-driven. We welcome contributions, feedback, and real-world use cases.

Hiring Agent was a great foundation. Amphib is what happens when you keep building.