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domain-expert-agent

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venkatchittoor / drilling-npt-agent

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A domain-expert AI agent that monitors offshore directional drilling sensor streams, detects early NPT warning signatures — stuck pipe, washout, bit balling, twist-off — using cross-parameter reasoning and operational context, not hardcoded thresholds. Built with Claude API. Powered by 20 years of drilling engineering expertise.

python data-engineering databricks directional-drilling witsml real-time-monitoring offshore-drilling oil-and-gas drilling-engineering anthropic claude-api stuck-pipe agentic-ai domain-expert-agent npt-detection
  • Updated May 6, 2026
  • Python

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