Python NLP Model Developer Needed
Budget / SalaryHourly project
TypeFreelance project
LocationRemote
Posted1 hour ago
I’m putting together an NLP-driven product and need a hands-on developer who works comfortably in Python and prefers PyTorch as the framework of choice. The immediate goal is to design, train, and fine-tune language models that will power features such as text classification, entity extraction, and semantic search.
You should be able to:
• architect and code end-to-end pipelines—data ingestion, preprocessing, model training, evaluation, and deployment;
• experiment with state-of-the-art transformer architectures, optimise hyperparameters, and benchmark performance on agreed metrics;
• containerise and push models to a cloud endpoint (AWS, GCP, or Azure—choose what you know best);
• document the approach clearly so the team can reproduce and extend your work.
Acceptance criteria for each milestone will include clean, well-commented Python code, reproducible training scripts in PyTorch, concise evaluation reports, and a working API endpoint exposing the chosen NLP task.
If this aligns with your expertise, let’s discuss timelines and the first deliverable.
You should be able to:
• architect and code end-to-end pipelines—data ingestion, preprocessing, model training, evaluation, and deployment;
• experiment with state-of-the-art transformer architectures, optimise hyperparameters, and benchmark performance on agreed metrics;
• containerise and push models to a cloud endpoint (AWS, GCP, or Azure—choose what you know best);
• document the approach clearly so the team can reproduce and extend your work.
Acceptance criteria for each milestone will include clean, well-commented Python code, reproducible training scripts in PyTorch, concise evaluation reports, and a working API endpoint exposing the chosen NLP task.
If this aligns with your expertise, let’s discuss timelines and the first deliverable.
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