Explain how you would create a search engine that lets users find specific topics within podcast transcripts.

Very hard Difficulty

Very-hard questions are the ultimate test of your expertise and preparation. They demand not just knowledge, but creativity and strategic thinking, often addressing unique or highly technical aspects of your field.

ML System Design question

ML System Design questions evaluate your ability to architect end-to-end machine learning solutions. Explain your approach to data pipelines, model training, deployment infrastructure, and how you handle scalability and maintenance challenges.

Here's a Hint

Consider speech-to-text processing, indexing strategies, relevance ranking algorithms, and methods for handling podcast-specific challenges like speaker identification.