Design, develop, and deploy AI applications using Python frameworks. Build Robust APIs and services using tools like FastAPI and Pydantic. Implement automated testing strategies (e.g. pytest) to ensure reliability Collaborate with cross-functional teams to integrate models into production systems Maintain and scale AI pipelines in cloud environments Write clean, well-documented, and maintainable code. Stay current on advancements in AI/ML tools.