I will build machine learning applications and solutions in python

 I develop custom computer vision solutions using Python, PyTorch, Torchvision, and OpenCV. I can analyze your problem, prepare image data, build or fine-tune a model, evaluate its performance, and provide a basic API

 integration.

 My services include dataset analysis, data preprocessing, image classification, semantic segmentation, transfer learning, model fine-tuning, performance evaluation, FastAPI integration, basic cloud deployment, documented source

 code, and model documentation.

 My approach prioritizes reproducibility, transparent evaluation, strong baselines, and maintainable software rather than unrealistic performance claims.

 Projects vary in dataset size, labeling quality, computational requirements, and deployment complexity. Prices cover one clearly defined prediction task and a client-provided, reasonably sized dataset. Please contact me before ordering to confirm scope.