AI/ML 3D Engineer

About Edlore

Edlore Inc. is a US small business in California. The company holds a US patent. The AI/ML platform converts engineering documentation and drawings into interactive 3D tools. The platform is offline-first.

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The engagement

A 4-month fractional engagement starting this summer. The fractional engineer guides algorithm direction, owns architecture decisions, and contributes hands-on to the build alongside the in-house team. Path to full-time employment with Edlore after the engagement, subject to mutual interest.

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The scope

Build the pipeline conversions of 2D to 3D drawings. The fractional engineer owns primitive extraction, annotation parsing, and 3D solid generation.

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Required technical skills

Python production development. AI/ML model training and fine-tuning. Computer vision for document understanding. Geometric primitive extraction from raster and vector inputs (points, lines, arcs, circles). 2D engineering drawing parsing across TIFF, PDF, and DWG formats. CAD library integration for DWG ingestion. 3D solid modeling, watertight mesh generation, STEP/IGES/Parasolid/STL export. ASME Y14.5 GD&T parsing. Dimension and tolerance extraction from title blocks and orthographic views.

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Required engineering domain knowledge

Engineering drawing conventions, orthographic projection, section cuts, title block fields, material specification callouts, surface finish callouts, manufacturing notes, inspection criteria.

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Required compliance

US Person, US citizen. Eligible for Tier-1 (T1) background investigation. Able to operate under Controlled Unclassified Information (CUI) handling under NIST SP 800-171. This engagement is US-only and not open to non-US-citizen applicants.

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Helpful additions

Familiarity with industry-standard CAM software for round-trip validation. Coordinate Measuring Machine (CMM) data integration. Offline-first and air-gapped system experience. Security hardening familiarity. Prior defense or aerospace sustainment engagement. Unity 3D for visualization.

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Location

Remote engagement. Two travel windows to a US client site, fully reimbursed.

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How to Apply

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