Cost Optimization User Stories
Notes on Cost Optimization User Stories 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 |
|---|---|
| README.md | Cost Optimization User Stories - MangaAssist Chatbot |
| US-01-llm-token-cost-optimization.md | US-01: LLM Token Cost Optimization |
| US-02-intent-classifier-cost-optimization.md | US-02: Intent Classifier Cost Optimization |
| US-03-caching-strategy-cost-reduction.md | US-03: Caching Strategy for Cost Reduction |
| US-04-compute-cost-optimization.md | US-04: Compute Cost Optimization (ECS Fargate + Lambda) |
| US-05-dynamodb-cost-optimization.md | US-05: DynamoDB Cost Optimization |
| US-06-rag-pipeline-cost-optimization.md | US-06: RAG Pipeline Cost Optimization |
| US-07-analytics-pipeline-cost-optimization.md | US-07: Analytics Pipeline Cost Optimization |
| US-08-traffic-based-cost-optimization.md | US-08: Traffic-Based Cost Optimization |
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