AIML Rounds
Track 03

System Design

How AI and ML systems are designed, from requirements to rollout.

You should know:Gradient Boosting

Module 1

Designs

End-to-end AI/ML system designs in interview format. New designs are added over time.

  1. Design a Refund-Handling AgentDesign30 min
  2. Design a Support ChatbotDesign25 min
  3. Design a Store AssistantDesign25 min
  4. Design a Research AgentDesign25 min
  5. Design a Text-to-SQL SystemDesign25 min
  6. Design Code AutocompleteDesign25 min
  7. Design a Shared LLM PlatformDesign25 min

Module 2

Ranking systems

Find a few good items from a very large catalogue.

  1. Design a recommendation systemDesign10 min

Next track

Next track: Papers

Important papers taught step by step: the gist, the method, the results and why they matter.

Open Papers