The Ohio State University

MISSION BRIEF

• Improved trial-outcome matching by 33% and cut perplexity by 25% over baseline by fine-tuning Qwen2.5 (QLoRA + GRPO-based RL) on a 2M-sample oncology dataset.
• Built a data pipeline (NCI API + PubMed semantic search) to link cancer trials to literature at scale.