Expert knowledge of (> 3-5 years)
- Developing Deep Learning Solutions for processing image data (convolutional networks)
- Knowledge of models for real-time object detection and image segmentation (e.g., YOLO, SAM)
- Major AI software frameworks like PyTorch, TensorFlow and model formats like ONNX
- Design and implementation of data processing pipelines
- Developing complex software packages using Python applying software engineering principles
Experience with (> 1 year):
- Building REST backends to integrate into Enterprise solution
- ClearML or similar platforms for streamlining AI development and deployment
Familiarity with:
- Windows and Linux operating systems
- Git source control