We manufacture small electronics and want to improve visual QA after PCB assembly. We have high-resolution images from two inspection stations and labels for common failures: missing components, wrong orientation, solder bridges, and visible contamination.
We need a specialist to evaluate the data, build a baseline model, and recommend whether this is ready for production or needs more capture work first.
Requirements
Technical stack needed for this mission.
- Experience with high-resolution inspection images
- Strong model evaluation and error analysis skills
- Comfortable advising when data quality is not good enough