dataloader

Custom Datasets and DataLoaders for robust training input pipelines

Input pipelines are part of the model system, not an afterthought. I keep dataset classes deterministic, move expensive transforms into explicit stages, and use DataLoader settings that match hardware limits. Good batching and collation logic can remo

GraphQL APIs with graphql-ruby gem

GraphQL enables clients to request exactly the data they need. The graphql-ruby gem implements GraphQL servers in Rails. Types define data structures—ObjectTypes for models, InputTypes for mutations. Queries fetch data; mutations modify data. Resolver