# title: Forward Deployed Engineer Track

- **purpose:** Track summary for implementation-focused systems work.
- **role relevance:** Forward Deployed Engineer lane.
- **key evidence links:** [/projects/hps-geospatial](/projects/hps-geospatial), [/deep-dives?tab=hps-geospatial](/deep-dives?tab=hps-geospatial), [/projects/guynode](/projects/guynode), [/projects/digital-twin](/projects/digital-twin).
- **canonical app route:** /tracks/forward-deployed
- **last updated:** 2026-09-21

Focus areas include ambiguous problem definition, end-to-end system delivery, cross-system integration, failure handling, validation, and supportable handoff.