Algorithm Developer
Tasks
- Apply Flat Field Correction
- Collaborate with hardware teams on image acquisition system integration
- Design and optimize image processing pipelines
- Drive end to end development from proof of concept to production ready systems
- Generate and use synthetic data for model training
- Implement image stacking algorithms and ROI processing
- Integrate deep learning frameworks into AI systems
- Lead architecture design and implementation of computer vision and AI algorithms for defect detection classification and measurement
- Mentor junior engineers and provide technical guidance
- Test model quality and reliability using gage R and R and confusion matrix analysis
- Track KPIs and monitor solution reliability
Perks/Benefits
Skills/Tech-stack
3D Reconstruction | Computer Vision | Confusion matrix | Data Generation | Data acquisition | Deep learning | Defect Detection | Defect classification | Flat Field Correction | Gage R and R | HMI | Image Processing | Image Stacking | Instrumentation | Language Models | Machine Learning | PDCA | PLC | PyTorch | Python | R and R | ROI Processing | Synthetic Data Generation | Synthetic data | TensorFlow | Vision Language Models | Vision-language
Education
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