Case Summary:           

We are pleased to share the success story of an EB-2 NIW (National Interest Waiver) approval. This approval was granted to a principal machine learning scientist in the field of artificial intelligence from Portugal. At the time of filing, the client was a recent Ph.D. graduate with expertise in AI and machine learning. The client’s research focuses on integrating the mind-brain tandem to design advanced AI models with applications in self-driving cars and cybersecurity. NAILG supported the client’s petition to further his groundbreaking work in developing next-generation technologies aimed at improving safety, security, and the efficiency of AI systems in critical industries.

Research with Substantial Merit and National Importance

The client’s proposed endeavor involves investigating and integrating the complex mind-brain tandem to enhance the robustness, generalization, and learning abilities of intelligent models. His work has significant applications in the fields of self-driving cars and cybersecurity. Given the growing global reliance on AI in these sectors, the client’s research is not only aligned with the latest advances in AI but also addresses national security, public safety, and economic growth. His work will contribute to improving the performance of autonomous vehicles, enhancing his decision-making systems, and addressing cybersecurity threats, which directly aligns with the U.S.’s national interest in advancing technological leadership in critical sectors like AI.

Well Positioned to Advance the Proposed Endeavor

The client holds a Ph.D. in computer science and engineering and has a solid track record in AI research. At the time of filing, the client was working as a research scientist, with plans to continue as an assistant professor at a prominent U.S. university. His academic and professional background in AI, machine learning, and cognitive science provides them with the necessary skills and expertise to advance this field. The client’s research has been published in multiple highly ranked peer-reviewed journals, and he has completed several peer reviews for leading conferences, demonstrating his recognized expertise. With several peer-reviewed publications, citations, and successful projects under his belt, the client is well-positioned to contribute significantly to the proposed endeavor in AI.

Sustained Acclaim and Extraordinary Ability Recognized

NAILG demonstrated the client’s eligibility for the National Interest Waiver by showcasing his contributions to advancing AI models for self-driving cars and cybersecurity. The client’s work has been cited by experts in the field, with his innovative approaches to AI generalization and energy-efficient memory models recognized across various subfields. The client’s research also contributes to broader initiatives in the AI field, including cognitive science and reinforcement learning. Multiple independent recommendation letters supported the claim that the client’s work is advancing AI technology in critical areas with significant societal impacts, such as improving public safety and national security.

Excerpts from Recommendation Letters

Several independent experts supported the petition, emphasizing the client’s contributions to AI.

One letter stated:

“[Client’s] research strengthens national security by supporting the implementation of more robust threat detection and response mechanisms in deterring evolving cyber threats.”

These endorsements highlight the client’s significant impact on advancing AI and its practical applications in enhancing national security.

Strong Petition Strategy and Swift Approval

NAILG filed the petition with a clear strategy, ensuring all evidence was presented to highlight the client’s exceptional ability and the national importance of his work. The petition was filed on October 30, 2024, and approved swiftly on July 18, 2025, thanks to premium processing. This swift approval further underscores the strength of the petition and the client’s highly qualified profile. With the approval, the client is now well on his way to continuing his groundbreaking work in AI, contributing to the United States’ leadership in technological innovation.