ApXML offers automated workflows for building and deploying machine learning models, making it easier for users to work with tabular data analysis, predictions, and custom language models. With comprehensive courses, fine-tuning capabilities, model deployment via APIs, and access to powerful GPUs, ApXML combines knowledge and tools to support users at every stage of their machine learning journey.

LossLens AI is an intelligent assistant designed to help machine learning practitioners understand and optimize their model training processes. By ingesting loss logs and metrics, it generates interactive visualizations of training and validation curves, identifies divergence or overfitting issues, and provides natural language explanations. Leveraging advanced language models, it offers context-aware hyperparameter tuning suggestions and early stopping advice. The agent supports collaborative workflows through a REST API or web interface, enabling teams to iterate faster and achieve better model performance.