I will develop or improve Python-based machine learning and computer vision prototypes for image-related problems.

I can help with:

• Image classification • CNN model development • Dataset preparation and preprocessing • Data augmentation • Model training and evaluation • Confusion-matrix analysis • Performance visualisation • Computer vision pipelines • OpenCV-based image processing • Machine learning experimentation • Model improvement and evaluation • Jupyter Notebook-based ML workflows

I can work with an existing dataset and help develop a suitable experimental pipeline, or improve an existing machine learning project.

For larger production systems, deployment requirements, large datasets or specialised models, the scope should be discussed before pricing.