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Viktoria Semaan

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The Right Model for the Right Job: Cutting LLM Costs Without Cutting QualityTestMu Conference 20262026-08-19
Demo moderates high volume soccer chat with an 8‑label classification set and runs a 16‑model benchmark to pick the cheapest model that meets a quality bar…
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DatabricksdotAI 20252025-11-06
Databricks unveils agent bricks, a packaged multi‑agent stack that builds RAG pipelines, converts text to SQL, and auto‑benchmarks with MLflow 3. Demo shows a…
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How to Build Enterprise-Grade AI Agents Using Robust EvaluationTestMu Conference 20252025-08-19
Shows a concrete pipeline: instrumented agents with MLflow 3 and ML tracing (OpenTelemetry), a vector database retriever, and tool calls logged so tokens…
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Building an AWS solutions architect agent with Amazon BedrockAWS Summit Berlin 20242024-05-15
Builds an AWS solutions-architect agent on Amazon Bedrock that combines a Bedrock knowledge base (S3 → vector store/OpenSearch serverless) with Lambdas as…
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