ML Engineer / AI Engineer at Zaelot

Strong applied LLM engineering experience in production environments
Hands-on experience with prompt design, structured outputs, confidence scoring, abstention, and review queues
Strong Python proficiency
Experience with Agents SDK for tool use, multi-step workflows, and integration patterns
Hands-on experience with Azure OpenAI / Azure ML and Azure AI Search for metadata indexing and semantic retrieval
Familiarity with probabilistic matching and entity resolution
Experience with classification, anomaly interpretation, NL-to-SQL grounding, and semantic retrieval patterns