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Shreya Shankar

Shreya Shankar

Builder

Berkeley

@shreyashankar

PhD at UC Berkeley. Building DocETL — AI-powered data processing pipelines. Research on ML data quality and LLM evaluation.

Skills

ML systemsdata qualitypythonLLMsresearch

Looking For

collaborator

Research Foundations (2)

Attention Is All You Need

NeurIPS 201720176,510 citations

Used by: DocETL

Language Models are Few-Shot Learners

NeurIPS 202020203,027 citations

Used by: DocETL

Projects (1)

DocETL

GitHubLive

AI-powered data processing pipelines for unstructured documents. LLM-driven extraction, transformation, and analysis at scale.

NLPGenerative AI

Built on research:

paperAttention Is All You Need(2017)
paperLanguage Models are Few-Shot Learners(2020)

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