A machine learning engineer self-petitioned for EB-2 classification with a national interest waiver. The AAO found he qualified with an advanced degree but denied the waiver. Generic publications about artificial intelligence and the 2023 AI Executive Order do not establish national importance of his specific research and development work for his current employer.

Post-doctoral fellow in industrial engineering and operations research sought EB-2 NIW for machine learning research. AAO found endeavor had substantial merit and national importance but petitioner lacked sufficient positioning to advance it. Appeal dismissed.

A computer scientist proposed developing machine learning algorithms for precision medicine and drug discovery. Although the AAO found the endeavor had substantial merit and national importance, it affirmed the service center's finding that the petitioner failed to demonstrate she was well positioned to advance the research, lacking comparable evidence to established precedent.

Machine learning engineer with PhD in electrical and computer engineering seeks NIW for EB-2 employment-based classification. Proposed research in safe and fair AI algorithms for autonomous and recommendation systems. AAO found research had national importance but petitioner lacked demonstrated position, track record, and plan to advance the specific endeavor; appeal dismissed.