AI-Augmented Development: Practical experience using AI coding assistants (Cursor, GitHub Copilot, Codex, or Claude Code) as part of a normal workflow-writing effective prompts, building reusable skills or custom instructions, and knowing when to trust, verify, or discard AI-generated output. Feature Engineering: Design and build backend features and robust REST APIs on the Risk Cloud platform using Java, Kotlin, and Spring Boot-taking engineering tasks from requirements through implementation, testing, and production release.