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AI/ML Expert - Search / Retrieval (Freelance / Short-Term) at Crop.photo. We’re looking for a . hands-on Search / Retrieval expert. to quickly diagnose and fix core search issues over a the next few months. . What you’ll work on:. Improving search relevance, ranking & filtering . Optimizing hybrid search (BM25 + vector / kNN) . Debugging and tuning production search pipelines . What we’re looking for:. Strong experience with OpenSearch / Elasticsearch . Deep understanding of ranking, filtering & relevance tuning . Proven track record of building production-grade search & retrieval systems (beyond basic LLM apps) . Ability to quickly diagnose and unblock real-world systems . Important:. Not looking for generic ML / prompt engineers . Must have built and tuned live systems (apps/products we can evaluate) . Engagement Type:. Short-term freelance / consulting . Company Location: India.