TensorFlow PyTorch NLP Model Deployment
Budget: $60 – $0 SGD
can you write backpropogation algorithm in tensorflow? implement latest research papers based on transformers and attention in pytorch or tensorflow?
I’m working on a natural language processing project and need an engineer who is fluent in both TensorFlow and PyTorch. The data is already prepared, so your focus will be two-fold:
• Model development – designing, training, and fine-tuning an NLP architecture that meets our performance targets.
• Deployment – packaging the trained model into a production-ready service (Docker or similar), complete with inference APIs, versioning, and clear hand-off documentation.
Please share links or brief summaries of past work that shows you have shipped NLP models in either framework; code snippets, repos, or live endpoints are ideal. Once we agree on the approach, I’ll provide the dataset, baseline benchmarks, and access to the target environment so you can push straight toward a working release.
I’m working on a natural language processing project and need an engineer who is fluent in both TensorFlow and PyTorch. The data is already prepared, so your focus will be two-fold:
• Model development – designing, training, and fine-tuning an NLP architecture that meets our performance targets.
• Deployment – packaging the trained model into a production-ready service (Docker or similar), complete with inference APIs, versioning, and clear hand-off documentation.
Please share links or brief summaries of past work that shows you have shipped NLP models in either framework; code snippets, repos, or live endpoints are ideal. Once we agree on the approach, I’ll provide the dataset, baseline benchmarks, and access to the target environment so you can push straight toward a working release.