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Weston Carpenter
Mid-level Backend Software Engineer specializing in distributed systems
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About
Technical/presales engineer with experience at Grubhub and Appen, spanning LLM-adjacent data labeling workflows and production AI troubleshooting. Built an integrations platform at Grubhub and has hands-on experience diagnosing prompt-related AI failures via Splunk, adding JUnit tests and logging to prevent recurrence. Known for shipping customer-specific workflow adaptations (e.g., OCR annotation coordinate transformations for crop/rotation) while keeping timelines intact through iterative delivery and parallelization.
Experience
Education
Key Strengths
- Translated enterprise customer workflow requirements into platform capabilities via ops/engineering collaboration
- Iterative delivery management (weekly pilots and syncs) to build trust and ensure data quality
- Designed a coordinate transformation approach to support image crop/rotation without rebuilding the data pipeline
- Maintained timelines by parallelizing preprocessing and annotation workstreams
- Diagnosed LLM/prompt issues using Splunk logs; implemented fixes plus JUnit tests and added logging to prevent regressions
- Tailors technical demos to developer priorities (reliability, observability, maintainability) using focused visuals and a single use case
- Presales execution: built client workflows with unshipped internal tools to help close deals while controlling scope amid sales overpromises
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