Data Preparation via LLM-Assisted Automation & Regex Cleaning
Generated and debugged shell and automation scripts to clean, restructure, and transform raw technical text into usable datasets for AI training and analysis. Built robust regular-expression structures and scripts to sanitize and convert unstructured inputs into structured formats. Collaborated with LLM-assisted workflow automation to support repeatable data preparation steps. • Authored CLI automation scripts with LLM assistance • Designed regex-based cleaning and transformation pipelines • Troubleshot and optimized script logic • Prepared structured datasets from raw technical text