approved EB-2 (NIW)

Data Scientist

Applied Machine Learning · China · 2025-02-27

Processing Time
247 days
Decision Date
2025-02-27
Location
Connecticut
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 continue research on creating innovative software systems powered by machine learning and large language models to boost automation, optimization, and cost-efficiency in advanced manufacturing. His work specifically targets additive and smart manufacturing applications for small and medium-sized manufacturing enterprises in the United States.

Framework Evaluation

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

The endeavor was found to have broad implications for the United States by supporting American industry and commerce through accessible manufacturing technology.

2 Well-positioned to Advance the Endeavor Met

The petitioner's academic background, expertise in LLMs, and record of 56 citations across 9 publications demonstrated his capability to lead the proposed work.

3 Balance of Factors Met

USCIS determined that the petitioner's specific expertise in automation for small and medium enterprises made a waiver of the job offer requirement beneficial to the U.S.

Why This Petition Was Approved

The petition was approved based on the petitioner's advanced degree and a scholarly record of 6 peer-reviewed journal articles and 3 conference papers which garnered 56 citations. Evidence included 2 completed peer reviews and 3 recommendation letters from esteemed experts. The case satisfied all three Dhanasar prongs by demonstrating the national importance of supporting American industry and commerce through manufacturing automation.

Evidence

Evidence Types
Peer Reviewed Publications
Citations
Reference Letters Dependent
Judging Experience
Original Contributions

Similar Cases

Others

Artificial Intelligence · Iran

WeGreened EB-2 (NIW) approved
Michigan 460 days 2025-02-11
The petitioner proposes to advance artificial intelligence frameworks for decision-making and control in autonomous robotic systems. This work focuses on developing novel algorithms and machine-learning methods to drive innovation in smart manufacturing. The endeavor aims to enhance production efficiency, reduce costs, and optimize resource utilization in industrial settings.

Software Engineer

Information Technology · China

WeGreened EB-2 (NIW) approved
California 69 days 2025-01-17
The petitioner proposes to develop and enhance innovative methods, data models, and infrastructure for deep learning algorithms. This work aims to solve real-world manufacturing and e-commerce industry challenges while making artificial intelligence advantages more accessible. The research focuses on the adoption of AI to support U.S. global leadership in the technology sector.

Engineer

Engineering · Turkey

WeGreened EB-2 (NIW) rfe approved
California 202 days 2025-08-06
The petitioner proposes to continue his work on smart predictive maintenance applications using digital twins and machine learning algorithms to optimize industrial processes. His research integrates physics-based artificial intelligence to advance critical manufacturing sectors, specifically semiconductor and electric vehicle battery cell production.

Machine Learning Engineer

Artificial Intelligence · China

WeGreened EB-2 (NIW) approved
California 72 days 2026-01-22
The petitioner proposes to continue developing modern machine learning methods and production systems to improve the performance and efficiency of core AI infrastructure supporting large language models (LLMs), AI agents, and recommender systems used in high-volume industrial settings such as advertising and social media.

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.

Browse More Cases

Case data sourced from publicly available petition decisions and case studies. Decision date: 2025-02-27.

Browse all cases
View Original

At a Glance

Outcome approved
Processing 247 days
Criteria Met 3 / 3
Evidence Types 5

EB-2 (NIW) Case Data

Scraped Case Data

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

Get Case Insights

Compare your profile against thousands of real petition outcomes. Join the waitlist for personalized analysis.

Join Waitlist