Shreya Shankar
BuilderBerkeley
@shreyashankar
PhD at UC Berkeley. Building DocETL — AI-powered data processing pipelines. Research on ML data quality and LLM evaluation.
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Projects (1)
AI-powered data processing pipelines for unstructured documents. LLM-driven extraction, transformation, and analysis at scale.
Built on research:
AI Suggested Researchers
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Percy Liang
Stanford University
Yann LeCun
Meta AI / NYU
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University of Toronto
Demis Hassabis
Google DeepMind
AI Suggested Papers
Papers that may have inspired your projects (auto-detected by domain & keyword analysis)
For DocETL:
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
NeurIPS 2022 · 2022 · 5,200 citations
Generative Adversarial Nets
NeurIPS 2014 · 2014 · 65,000 citations
Highly accurate protein structure prediction with AlphaFold
Nature · 2021 · 28,000 citations