Reproducibility in software development ensures that an artifact can be rebuilt from its original source, verifying its integrity, consistency, and security by detecting potential vulnerabilities. Prior work, AROMA, has laid the foundation for automating reproducibility checks and has helped the Maven ecosystem better leverage reproducibility. Building on AROMA, this research aims to enhance automation and improve the recognition of build factors necessary for reproducing packages. One of the factors overlooked in previous research is Maven build profiles. In this research, we identify the build profiles used during artifact releases and incorporate them into the reproduction process to improve its success rate.