I will build and train machine learning and deep learning models in python

I build and train machine learning and deep learning models in Python, end to end: data cleaning and feature engineering, model selection, training, tuning and rigorous evaluation.

What you get:

A working model in PyTorch, TensorFlow or scikit-learn, matched to your data and your prediction target.

Proper train/validation/test splits and cross-validation, reported with per-class precision, recall, F1 and a confusion matrix rather than a single headline accuracy number.

Clean, commented Python code plus a README covering retraining and inference.

A short report on what the model does well, where it fails, and what would improve it.

Optional deployment as a FastAPI service in a Docker container.

Typical work: classification and regression, computer vision, NLP, time series forecasting, biomedical and genomic data.

Background: PhD in Computer Science and postdoctoral research scientist, with 60+ peer-reviewed publications in machine learning, AI and bioinformatics.

Message me with your dataset size, the prediction target and your deadline, and I will tell you what is realistically achievable before you order.