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Intermediate2-3 weeks
AI Search Relevance Engine
Build a product spec and prototype for a semantic search feature that understands user intent beyond keyword matching.
Semantic SearchEvaluation MetricsUser ResearchPRD Writing
Problem Statement
Users of an e-commerce platform report that search results are irrelevant for natural language queries like 'comfortable shoes for standing all day.' Current keyword-based search returns results matching individual words but misses the user's actual intent.
Scope
- •Define success metrics for search quality
- •Design the evaluation framework
- •Write a PRD for the AI search feature
- •Create a prototype evaluation dataset
- •Present a build vs. buy recommendation
Evaluation Rubric
- •Clarity of problem definition and user needs
- •Quality of evaluation framework design
- •Feasibility of technical approach
- •Thoroughness of the PRD
- •Strength of the build vs. buy analysis
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