AI Systems & Product Engineer
I build agent-driven products and evaluation systems, with deterministic checks, isolated execution and evidence that can be inspected.
- UnboundPDF — selected runnable source and verification for browser-local PDF processing; the complete production product remains private.
- VVDex Forge proof — evaluation methodology, certification receipts and verified reports. The reusable evaluation engine and exams remain private.
- Annotation evidence — five certified fixtures covering robotic video, images, text, structured data and audio; certification evidence, not model performance claims.
- Label Studio SDK contribution — WebP support for brush-to-COCO export, with regression tests; pull request open for review.
- Prime contribution — a public software-repair environment for an upstream xmltodict defect; pull request open for review.
- Portfolio — products, architecture and engineering case studies.
I take on ambitious agent-product, evaluation and integration work where the outcome matters more than a menu of hours or commodity deliverables. Engagements are scoped around the product, evidence standard and business value.