AI Interview Prep

Master AI/ML interviews with trap-pattern questions, structured learning paths, and showcase projects. Content from 3 expert Substacks.

34
Questions
14
Projects
3
Learning Paths
7
Categories
AI Interview Prep by Hao Hoang 8.7K+ Hands On AI Engineering by SDR 25K+ Hands On AI Agent Mastery by SDR Growing
🤖
LLM Agents
Agent architectures, tool use, context management, and safety
6 questions 2 projects
🎮
Reinforcement Learning
RLHF, reward design, exploration, sim-to-real transfer
5 questions 2 projects
👁
Computer Vision
Detection, multi-scale features, vision-language models
4 questions 2 projects
📝
NLP
Tokenization, embeddings, NER, context extension
4 questions 2 projects
⚙
ML System Design
Training infrastructure, serving, feature stores, monitoring
5 questions 2 projects
🔧
AI Engineering
Production ML: cost optimization, scaling, data pipelines, deployment
5 questions 2 projects
🛡
AI Agents
Enterprise agents: security, orchestration, memory, multi-agent systems
5 questions 2 projects
180-Day AI & Machine Learning from Scratch
180 days
Complete ML engineering curriculum: math foundations through deep learning and production deployment. Build 5 real projects along the way.
The Bedrock: Math & Python Predict & Classify: Supervised Learning Patterns & Rewards: Unsupervised & RL Deep Intelligence: Neural Networks
30-Day AI Agent Mastery
30 days
Production-ready AI agents in 30 days: secure foundations to enterprise Kubernetes deployment. Build 5+ agent systems.
Secure Agent Foundations Production Integration LLMOps & Orchestration Enterprise Deployment
60-Day AI Quiz Platform Build
60 days
Build a production AI-powered quiz platform from scratch -- backend, AI integration, DevOps, and deployment. Learn by building.
Backend Foundations AI Integration Advanced Features & DevOps Optimization & Deployment
🤖
LLM Agents
Agent architectures, tool use, context management, and safety
2 projects
🎮
Reinforcement Learning
RLHF, reward design, exploration, sim-to-real transfer
2 projects
👁
Computer Vision
Detection, multi-scale features, vision-language models
2 projects
📝
NLP
Tokenization, embeddings, NER, context extension
2 projects
⚙
ML System Design
Training infrastructure, serving, feature stores, monitoring
2 projects
🔧
AI Engineering
Production ML: cost optimization, scaling, data pipelines, deployment
2 projects
🛡
AI Agents
Enterprise agents: security, orchestration, memory, multi-agent systems
2 projects
View All 14 Projects