Software Integration & APIs: Write clean, modular Python code to connect AI models with backend services, REST APIs (FastAPI/Flask), and databases (SQL/Vector DBs). Prototyping & Testing: Rapidly build proof-of-concept (POC) applications, run evaluation tests, and check model outputs against reference sources to minimize hallucinations.