AI Employment Assessment Tool
Automated employment document analysis & candidate assessment
Overview
A scalable platform for automated parsing and evaluation of employment documents, combining OCR, LLM reasoning, and ML scoring to streamline screening workflows.
Tech Stack
Python
FastAPI
Docker
GitHub Actions
scikit-learn
TensorFlow
PostgreSQL
Redis
Highlights
- Designed scalable backend with FastAPI + asyncio for high-throughput requests.
- Integrated OCR–LLM pipelines (TensorFlow + Python) to minimize manual extraction.
- Implemented model registry with versioning and A/B testing for continuous improvement.
- Built CI/CD via GitHub Actions for automated tests, linting, and container deploys.