Proficiency in Java and Spring Boot Background in AI-powered solutions across voice, text, or unstructured data Solid foundations in data engineering and data processing architectures Familiarity with real-time or streaming systems Experience designing or maintaining evaluation pipelines for AI systems Comfort working from ambiguous requirements and shaping solutions from scratch Understanding of security, privacy, and handling sensitive data Ability to collaborate across product, engineering, and domain teams