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Aman Khan

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Shipping AI That Works: An Evaluation Framework for PMsObserve 20262026-06-04
Concrete claim: a reproducible eval loop (dataset → prompt playground → experiment → LLM-as-judge → human labels) surfaces real gaps. Demo builds a multi-agent…
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Engineering Better Evals: Scalable LLM Evaluation Pipelines That WorkObserve 20262026-06-04
Practical recipes: build evals that grade actual claims, not topics — combine LLM-as-a-judge with human-in-the-loop and cheap heuristics; use encoder-only…
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Feature Store Observability: What it is, and why it mattersFeature Store Summit 20222022-10-11
Argues that feature stores need active observability not just alerts and claims a survey of ~1,000 companies shows incidents take about a week to detect and…
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Panel 02 - Data Quality & Feature StoresFeature Store Summit 20222022-10-11
Panel lays out concrete checks and tools: three failure modes—training data quality, serving data quality, and online-offline consistency—with solutions like…
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How Spotify Does ML At ScaleTWIMLcon: AI Platforms 20212021-01-19
Spotify reports building an ML platform since 2017 that centralizes tooling—Jukebox feature store, Kubeflow Pipeline (skf/qflow), Salem model serving and ML…
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