Asriel matches deep-tech researchers to roles by turning job descriptions into capability frameworks and ranking candidates using ORCID-verified publication records from venues including NeurIPS, Nature, Cell, and arXiv. The platform indexes researchers by scientific output to surface candidates based on problem-relevant expertise, citation impact, and first-author publications rather than CVs or applications.