Trained and deployed machine learning models in production environments Proficient in Python, including packaging, logging, and FastAPI Strong autonomy to drive scoped projects independently Solid understanding of software engineering best practices (versioning, code reviews, pair programming) Product-oriented mindset (UX, data value, user outcomes)