Build Custom Metadata Model -NOT AN APP
Publicada el 2026-07-22
Descripción de la oferta
My application is finished except for one crucial component: a pretrained model that can turn my metadata into useful, production-ready predictions. You will receive structured metadata (CSV/JSON) as the sole training source, complete with field explanations and sample records. I am open to whichever learning objective—classification, regression, or clustering—best suits the patterns you discover in the data, and I welcome your guidance on choosing the most effective approach. Deliverables I need from you: • A fully trained model in a portable format (TensorFlow SavedModel, PyTorch .pt, or ONNX). • A lightweight inference script or REST endpoint my app can call directly. • Clear documentation covering input schema, preprocessing steps, evaluation metrics, and future fine-tuning instructions. The surrounding pipeline and UI are already in place, so once the model and inference layer are ready, integration should be straightforward. If you have experience extracting insight from pure metadata and can explain how you will handle feature engineering, model selection, and validation, I’m ready to start right away.
Skills
Fuente original: freelancer