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AI System Design Interview Questions | 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
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Problem type
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Conceptual
Practical exercise
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System design
Case study
41
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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
1.
Design a real-time AI recommendation system
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
2.
Design an AI notification system that prioritises instead of broadcasting
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Medium
Not started
3.
How do you handle failover, fallback, and high availability for AI systems?
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
4.
Design a Text-to-SQL system over a data warehouse with thousands of tables
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
5.
Design ChatGPT: from training to serving (end to end)
AI System Design · System design · 30 min
Asked %
Companies
AI System Design
System design
30 min
Pro feature
Pro feature
Hard
Not started
6.
How do you implement caching strategies for LLM applications?
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Medium
Not started
7.
Design an AI meeting summarizer system for thousands of meetings daily
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Medium
Not started
8.
Design a multi-agent workflow system where agents collaborate on complex tasks
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
9.
Design an on-device AI assistant
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Hard
Not started
10.
What are the key considerations for multi-region deployment of AI systems?
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Hard
Not started
11.
Design an AI resume screening system that handles 100K applications per week
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
12.
Design a code generation and review system
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
13.
Design a medical diagnosis assistant using AI
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
14.
Design a multi-tenant AI chatbot platform where each business gets a custom chatbot
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
15.
Design an LLM evaluation platform
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Hard
Not started
16.
Design an AI system for automated code migration
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
Not started
17.
Design an AI-powered anomaly detection system for cloud infrastructure
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
18.
Design a content moderation system using AI
AI System Design · System design · 24 min
Asked %
Companies
AI System Design
System design
24 min
Pro feature
Pro feature
Hard
Not started
19.
How do you approach capacity planning for an AI system?
AI System Design · System design · 22 min
Asked %
Companies
AI System Design
System design
22 min
Pro feature
Pro feature
Medium
Not started
20.
Design an AI gateway/proxy for managing LLM access across an organisation (including rate limiting and cost management)
AI System Design · System design · 26 min
Asked %
Companies
AI System Design
System design
26 min
Pro feature
Pro feature
Hard
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