
- Joined as a 3D Developer, went full-time within a month and became Product Lead within 1.5 — leading backend, frontend, AWS DevOps and AI features as the platform's sole technical owner.
- Architected an AI-powered 3D print pipeline: Meshy.ai generation, AWS S3 storage, SQS job queuing, and a local Python worker running Blender headless repair with Trimesh validation.
- Drove product scope well past the original 3D remit through technical ownership.















