HLD Questions
Notes on HLD Questions for ML platform / Applied AI interview preparation. The file index below shows what's in scope; click through to the individual notes for the depth.
Interview talking points
- Skim the file index below for the questions this folder helps answer.
- Cross-reference notes on related topics from the home page.
Files in this folder
| File | Title |
|---|---|
| 01-architecture-overview-components.md | HLD Deep Dive: Architecture Overview & Core Components |
| 02-intent-classification-orchestration.md | HLD Deep Dive: Intent Classification & Orchestration |
| 03-conversation-memory-context.md | HLD Deep Dive: Conversation Memory & Context Management |
| 04-rag-pipeline-llm.md | HLD Deep Dive: RAG Pipeline & LLM Response Generation |
| 05-recommendations-personalization-caching.md | HLD Deep Dive: Recommendations, Personalization & Caching |
| 06-scalability-performance-cost.md | HLD Deep Dive: Scalability, Performance & Cost |
| 07-fault-tolerance-reliability.md | HLD Deep Dive: Fault Tolerance & Reliability |
| 08-security-safety-guardrails.md | HLD Deep Dive: Security, Safety & Guardrails |
| 09-analytics-observability.md | HLD Deep Dive: Analytics & Observability |
| 10-testing-deployment-strategy.md | HLD Deep Dive: Testing & Deployment Strategy |
| 11-architect-level-strategy.md | HLD Deep Dive: Architect-Level Strategy & Business Alignment |
| hld-interview-questions.md | HLD Interview Questions - MangaAssist Chatbot Architecture |
| README.md | HLD Interview Questions — Study Guide Index |
Back to the home page.