AI Medical Research Paper Generator
Budget: ₹1,250 – ₹2,500 INR
I’m looking to commission a custom machine-learning model that automatically writes full-length research papers in the medical field. The focus is article-style generation rather than casual chatbot replies or short-form posts, so coherence, correct structure (abstract, introduction, methods, results, discussion, references), and domain-appropriate terminology matter more to me than conversational flair.
You’re free to choose the underlying architecture—transformer-based models such as GPT-like variants, T5, Llama, or your own hybrid approach—so long as the final pipeline consistently produces high-quality drafts that read like genuine medical research. I will supply example papers and any additional datasets you ask for; you handle data preparation, fine-tuning, and the evaluation strategy to verify that outputs remain factual, logically organised, and plagiarism-free.
Deliverables I expect:
• A trained model checkpoint with an accompanying inference script (Python preferred).
• Clear documentation showing how to reproduce training, fine-tune on fresh papers, and run the generator locally or via an API endpoint.
• A short validation report comparing generated text against baseline metrics and human review notes.
If you’ve previously built models for academic or medical writing, I’d love to see samples or published work.
You’re free to choose the underlying architecture—transformer-based models such as GPT-like variants, T5, Llama, or your own hybrid approach—so long as the final pipeline consistently produces high-quality drafts that read like genuine medical research. I will supply example papers and any additional datasets you ask for; you handle data preparation, fine-tuning, and the evaluation strategy to verify that outputs remain factual, logically organised, and plagiarism-free.
Deliverables I expect:
• A trained model checkpoint with an accompanying inference script (Python preferred).
• Clear documentation showing how to reproduce training, fine-tune on fresh papers, and run the generator locally or via an API endpoint.
• A short validation report comparing generated text against baseline metrics and human review notes.
If you’ve previously built models for academic or medical writing, I’d love to see samples or published work.