How would you build an image classifier with dirty data?
Company: OpenAI
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: easy
Interview Round: Onsite
Overview: This question evaluates a candidate's ability to design end-to-end image classification systems and manage noisy image datasets, testing competencies in data validation, labeling strategy, pipeline reproducibility, and diagnostic analysis.