Cerebre
P&ID Solutions Engineer – Present Dallas, Texas, USA · Remote
Lead triage, diagram solving in Studio Pro, quality assurance and regex development across multiple client sites (ExxonMobil, Chevron, Shell), while contributing process-domain expertise to object-detection model development.
Phillips 66 — Humber Refinery England
- Digitised 450+ P&ID diagrams, from kickoff and scope alignment through triage, solving, QA and final ingestion into Plant Graph.
- Led triage activities and tracked issues via JIRA so diagrams were review-ready before solving began.
- Tagged equipment symbols to taxonomy standards, then mapped lines, asset connections and flow relationships into accurate knowledge graphs.
- Ran QA reviews and Health Checks on solved diagrams, applying client-specific solving conventions consistently across the full set.
ExxonMobil Sustainment Sarnia & Nanticoke, Canada · Rotterdam, Netherlands
- Analysed client-side revision changes across multiple sustainment cycles, ensuring updates landed in Plant Graph without breaking existing data.
- Flagged rendering, drafting and data anomalies to the triage lead ahead of team execution, improving downstream solving accuracy.
- Performed UUID mapping of post-solve data enrichments to prevent integration failures.
- Generated final Health Check reports and raised JIRA tickets for rectification, closing the quality loop across all three sites.
ML Team — Object Detection Internal
- Worked with the ML team to train and fine-tune models for identifying P&ID symbols and lines, adapting LLM prompts per client site.
- Refined a text-association algorithm keying on both asset location and regex pattern matching, improving association accuracy.
- Built train/test/validation splits for every ExxonMobil site from site-specific complexity reports.
More from this role
StudioPro Performance Center Internal
- Led Solving Guidance cleanup for ExxonMobil to improve the accuracy of data feeding the RAG pipeline.
- Ran validation checks confirming retrieved outputs stayed consistent with the original source.
- Contributed to query engine optimisation by benchmarking results against ground-truth data.
Platform & client enablement
- Triaged .dwg drawings to verify correct rendering in Studio Pro and escalated technical issues to development.
- Developed regex rules for ExxonMobil, Chevron and Shell to standardise tag recognition and improve extraction accuracy.
- Contributed feature ideation for Studio Pro and Plant Graph, and supported client onboarding on digital P&ID workflows.


