Building Natural Language Interface for Human Protein Atlas Data in 18 Months

I spent 18 months building this after discovering the Human Protein Atlas. Started as an antibody search engine, evolved into a verification-first system with 93.6% accuracy against HPA ground truth. Cross-validated every result against their JSON API. Happy to discuss the multi-agent architecture or validation methodology.