Senior 3D Artist & Data Annotation Contributor
I annotated and categorized structured 3D asset datasets for machine learning pipelines, consistently applying client-defined taxonomies to classify geometry, topology, and material properties. Information from ambiguous 2D references was synthesized into structured outputs via detailed rubrics in high-volume settings. I maintained process logs, flagged inconsistencies, and produced photorealistic digital doubles from archival materials for AI readiness. • Applied standardized guidelines across photographic archives, engineering schematics, and medical references. • Structured documentation mirrored annotation process requirements. • Escalated edge cases, occlusions, and ambiguities to ensure downstream data quality. • Delivered over 100 high-quality annotated datasets annually.