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approved EB-2 (NIW) RFE Issued

Associate Data Scientist

Artificial Intelligence · China · 2025-07-22

Processing Time
180 days
Decision Date
2025-07-22
Location
New Jersey
This case is from a publicly available case study. Case studies tend to feature successful outcomes and may not reflect the full range of petition results.

Proposed Endeavor

The petitioner proposes to develop advanced machine-learning models and AI-driven risk-prediction frameworks to detect trading anomalies and predict systemic financial risk. This work includes creating multimodal transformer architectures for real-time fraud detection and explainable AI pipelines to assist financial decision-makers.

Framework Evaluation

3 of 3 criteria met
1 Substantial Merit and National Importance Met

The research supports U.S. strategic priorities by mitigating financial vulnerabilities and reducing economic losses.

2 Well-Positioned to Advance the Endeavor Met

The petitioner's background in AI and quantitative finance, along with her publication record, demonstrates her capability.

3 Balance of Interests Met

The national benefits of the petitioner's AI innovations in financial security outweigh the need for labor certification.

Why This Petition Was Approved

The petition was approved based on 5 peer-reviewed journal articles, 9 conference papers, and 107 citations demonstrating significant influence. Additionally, the petitioner completed 7 invited manuscript reviews and provided expert letters confirming the practical application of her transaction graph transformer networks in fraud detection.

Request for Evidence (RFE)

Successfully Addressed

USCIS issued an RFE on March 6, 2025, regarding the petitioner's qualifications under the NIW criteria. The legal team submitted a targeted response that successfully addressed the concerns, resulting in approval on July 22, 2025.

RFE Targets
Substantial Merit and National ImportanceWell-Positioned to Advance the EndeavorBalance of Interests

Evidence

Evidence Types
Peer Reviewed Publications
Citations
Reference Letters Independent
Judging Experience
Original Contributions
Government Alignment

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Frequently Asked Questions

A approved EB-2 NIW (I-140) petition means USCIS determined the petitioner met the eligibility requirements. For appealed cases, "sustained" means the appeal reversed a prior denial. The petitioner can proceed to the next step in the immigration process.

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Case data sourced from publicly available petition decisions and case studies. Decision date: 2025-07-22.

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At a Glance

Outcome approved
Processing 180 days
RFE Issued
Criteria Met 3 / 3
Evidence Types 6

EB-2 (NIW) Case Data

Scraped Case Data

Total Cases 3,813
Success Rate 53.7%
Sustained 2,046
Dismissed 1,671

Related Pages

EB-2 (NIW) Overview EB-2 (NIW) in China All EB-2 (NIW) Cases EB-2 (NIW) Dashboard Endeavor Search

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