Prevailing Wage Data Retrieval System

Problem

Comprehensive system using ML and web scraping to extract prevailing wage data across states. This project addressed the challenge of data, ml, softwarein the context of application developer work.

Constraints

• • Timeframe: 2022-2023
• • Role: Application Developer
• • Stack: Python, Elasticsearch, Machine Learning, Web Scraping

Process

The development process involved iterative design, implementation, and testing phases. Key focus areas included data, ml, software considerations and ensuring measurable outcomes.

Results

• Automated data extraction for all 50 states
• 5× faster data verification
• Enhanced ERP integration

Lessons Learned

This project reinforced the importance of data, ml, softwarebest practices and the value of iterative development approaches.