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AI System Design Interview Questions (Page 2) | Buncho
Topic
AI System Design interview questions
End-to-end design of LLM, agent, RAG, and generative AI products.
All topics
565
Python for AI/ML
75
Machine Learning Fundamentals
10
ML Algorithms
0
ML System Design
1
Deep Learning
5
Statistics and Mathematics
1
Generative AI and LLMs
122
Embeddings
13
RAG and Vector Databases
47
AI Agents and Tool Calling
50
MCP
0
Multimodal AI
29
LLM Evaluation and Testing
27
AI Safety, Ethics, and Responsible AI
36
AI System Design
41
Fine-Tuning
25
AI Infrastructure and Scalability
29
LLM Gateways
0
Production AI Engineering
39
AI Engineering Case Studies
15
Search problems
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Difficulty
Easy
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Problem type
All types
Conceptual
Practical exercise
Debugging
System design
Case study
41
problems
See how often each question is asked, and which companies asked it.
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Title
Topic
Type
Time
Asked
Companies
Level
Not started
21.
Design an AI-powered legal document review system
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
22.
Design an AI coding agent
AI System Design · System design · 28 min
Asked %
Companies
AI System Design
System design
28 min
Pro feature
Pro feature
Hard
Not started
23.
Design a video generation service (Sora-like)
AI System Design · System design · 25 min
Asked %
Companies
AI System Design
System design
25 min
Pro feature
Pro feature
Hard
Not started
24.
Design an AI dynamic pricing engine
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
25.
Design a personalized learning assistant
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Medium
Not started
26.
Design an LLM inference platform (vLLM-as-a-service)
AI System Design · System design · 28 min
Asked %
Companies
AI System Design
System design
28 min
Pro feature
Pro feature
Hard
Not started
27.
Design a multi-agent customer support system
AI System Design · System design · 25 min
Asked %
Companies
AI System Design
System design
25 min
Pro feature
Pro feature
Hard
Not started
28.
Design memory for a personal AI assistant and a conversational system that remembers across sessions
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Hard
Not started
29.
How do you design for latency vs quality trade-offs in AI systems?
AI System Design · System design · 20 min
Asked %
Companies
AI System Design
System design
20 min
Pro feature
Pro feature
Medium
Not started
30.
Design a real-time AI transcription system for concurrent audio streams
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
31.
Design a real-time voice AI agent (voice assistant architecture)
AI System Design · System design · 25 min
Asked %
Companies
AI System Design
System design
25 min
Pro feature
Pro feature
Hard
Not started
32.
Design an AI-powered data extraction and document processing pipeline for unstructured documents (e.g. financial institutions)
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
33.
Design a deep research agent
AI System Design · System design · 25 min
Asked %
Companies
AI System Design
System design
25 min
Pro feature
Pro feature
Hard
Not started
34.
Design an AI-powered email assistant
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Medium
Not started
35.
Design an AI-powered live streaming content moderation system
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
36.
Design a fraud detection system powered by LLMs
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
37.
Design an AI-powered search engine for an e-commerce platform
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
38.
How do you design an AI system that gracefully degrades when the model is unavailable?
AI System Design · System design · 20 min
Asked %
Companies
AI System Design
System design
20 min
Pro feature
Pro feature
Medium
Not started
39.
Design a multimodal search system (text, image, video)
AI System Design · System design · 25 min
Asked %
Companies
AI System Design
System design
25 min
Pro feature
Pro feature
Hard
Not started
40.
Design a text-to-image generation service (Midjourney-like)
AI System Design · System design · 25 min
Asked %
Companies
AI System Design
System design
25 min
Pro feature
Pro feature
Hard
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