Worked on simulation and deployment tooling across wowsims/sod and RedHatInsights/rhc repositories, focusing on reliability and maintainability. In wowsims/sod, implemented a data import process from Shiromar to keep simulation knowledge bases current, and expanded Shadow Priest Phase 7/8 support by adding new builds, gear sets, and configuration cleanups to align with mage presets. For RedHatInsights/rhc, improved CI test automation by introducing conditional logic in shell scripts to skip DNF package installation for bootc/image-mode deployments, reducing false failures and speeding feedback. Utilized TypeScript, Shell, and SQL, applying skills in CI/CD, data engineering, and simulation configuration throughout.