Machine Learning – Chen Immigration Blog https://www.wegreened.com/blog Specialized in National Interest Waiver (NIW) and Extraordinary Ability (EB1) Green Card Mon, 29 Aug 2022 08:14:58 +0000 en-US hourly 1 https://wordpress.org/?v=4.9.5 https://www.wegreened.com/blog/wp-content/uploads/2017/02/favicon-150x150.png Machine Learning – Chen Immigration Blog https://www.wegreened.com/blog 32 32 Success Stories: North America Immigration Law Group Hired and Achieved EB1A Approval for a Vice President of Big Data and Machine Learning from India https://www.wegreened.com/blog/eb1/success-stories-north-america-immigration-law-group-hired-and-achieved-eb1a-approval-for-a-vice-president-of-big-data-and-machine-learning-from-india/ Sun, 10 Jul 2022 08:49:57 +0000 https://www.wegreened.com/blog/?p=18732  

Client’s Testimonial:

“Thank you so much! I appreciate the help in constructing a petition letter that covered all aspects of my background in the best way possible and therefore led to the I-140 approval in such a short time. I would not have been able to put forth such a carefully drafted and precise petition myself.”


On September 9th, 2021, we received another EB-1A (Alien of Extraordinary Ability) approval for a Vice President in the Field of Machine Learning (Approval Notice).


General Field: Machine Learning

Position at the Time of Case Filing: Vice President

Country of Origin: India

Country of Residence at the Time of Filing: India

Approval Notice Date: September 9th, 2021

Processing Time: 27 days (Premium Processing Requested)


Case Summary:

Our client holds a Ph.D. in machine learning, and he has been researching for many years on developing artificial intelligence systems for financial compliance and security. We concluded that his substantial background in predictive modeling, natural language processing, time series forecasting, anomaly detection, and deep learning has allowed his research to be fundamentally transforming and socially beneficial for artificial intelligence technologies. Therefore, his research is needed to protect endangered wildlife species from illegal poaching and fishing activities, support ecosystem diversity, and reduce both urban and white-collar crime.

Our client from India hired North America Immigration Law Group to help him construct an influencing EB-1A (Alien of Extraordinary Ability) petition on his behalf to be presented to the USCIS. Since our law firm has unmediated information on how USCIS adjudicates employment-based petitions and has a notable record of more than 25K approved I-140 cases, our sole purpose was to acquire our client’s EB1A visa by demonstrating his qualification and professional background as uniquely as possible.

Thus, we started it off by recording the 717 times his published work i.e., 23 peer-reviewed scientific articles and 4 peer-reviewed book chapters were cited by many other established researchers in at least 42 countries. This exceptional quantity of citations denotes the utility and reliability of his published research, as it indicates that other researchers in countries around the world have utilized his work. Moreover, it solidifies his extraordinary position in his field. In addition, his expertise has been recognized by other researchers, seeing his history of peer review service since he has conducted review service for many conferences and journals 47 times. His repeated review service signifies his status as a leader within the field.

To amplify his petition packet further, we included 4 recommendation letters obtained by him from fellow experts stating how our client’s many research efforts have progressed the field and it is highly apparent that the United States only stands to benefit from his continued work. Two of his recommenders stated the following:

“[Client’s] ongoing contributions through his role as Vice President (Big Data & Machine Learning) in Core Engineering are invaluable to both his employer and the United States in terms of identifying, reporting, and even preventing illegal activities that target the national, and global, market. His unique skillset in artificial intelligence, machine learning, and natural language processing makes him an irreplaceable asset to the United States…”

“In light of his contributions, it is abundantly clear that [client] has advanced the field of machine learning to a greater extent than the majority of his peers. He has therefore surpassed any reasonable expectations for a machine learning researcher, which is why his work must be permitted to continue without obstruction or delay.”

Gladly, he received his EB1A approval just 27 days after we filed his case. We are happy to be able to assist our client to the fullest extent, and we genuinely congratulate him on this wonderful breakthrough.


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Success Stories: From South Korea, A Postdoctoral Scholar Secured an NIW Petition Approval with the Help of Our Customized Case Package https://www.wegreened.com/blog/niw/success-stories-from-south-korea-a-postdoctoral-scholar-secured-an-niw-petition-approval-with-the-help-of-our-customized-case-package/ Wed, 10 Nov 2021 09:11:24 +0000 https://www.wegreened.com/blog/?p=18257  

Client’s Testimonial:

“Thank you for your help!”


On April 7th, 2021, we received another EB-2 NIW (National Interest Waiver) approval for a Postdoctoral Scholar in the Field of Machine Learning (Approval Notice).


General Field: Machine Learning

Position at the Time of Case Filing: Postdoctoral Scholar

Country of Origin: South Korea

State of Residence at the Time of Filing: Nevada

Approval Notice Date: April 7th, 2021

Processing Time: 7 months, 19 days


Case Summary:

North America Immigration Law Group was approached to file an EB-2 NIW (National Interest Waiver) petition for a postdoctoral scholar holding a Ph.D. in mechanical science and engineering and researching the field of machine learning. As a part of our legal services, we evaluated his professional achievements and academic accolades and confirmed that our client displayed the ability to secure the national interest waiver approval. Thus, we agreed to countersign the client-attorney agreement and ensured the required documents to be presented to the USCIS. We detailed the following in our custom-built petition packet:

  • We focused on his research on devising and implementing machine learning algorithms to improve decision-making policies for human-robot interactions, medical applications, and autonomous vehicles. We concluded that his research is of great importance because of its value to UAVs, also known as unmanned aircraft systems (UAS) or drone technology. Therefore, his research is relevant to electric vehicles and UAVs.
  • Additionally, we noted the 73 citations garnered from the 8 peer-reviewed scientific articles (6 of them first-authored) and 2 U.S. patents he published. Besides, his research related to the proposed endeavor has been supported by funding from a leading agency, including grants from the National Science Foundation (NSF), which is dedicated to advancing scientific progress, promoting national health goals, and securing national defense, thereby demonstrating another measure of his success in pursuing his intended work.
  • Considering the publication of his work in peer-reviewed articles, the patents his work has received, and his project funding made important progress toward his research.
  • Also, our client is an active member of the scientific community and completed 22 peer reviews. This proves that he is very knowledgeable in the field.
  • Furthermore, we added five recommendation letters that he gathered from other foremost experts in the field, asserting that our client’s research is highly beneficial to the United States and deserved to continue his stay in the U.S. One of his recommenders stated:

“[Client] has been an asset to the electric vehicle industry, with the electrification of transportation bringing numerous benefits to this country. One major benefit is a decrease in the use of fossil fuels, which will eventually result in the reduction of environmentally harmful emission gases and pollutants…His groundbreaking research has resulted in several major accomplishments for the existing design and the performance of electric vehicles, which facilitates their greater usage in American society. His work is thus of incalculable importance to the economic and environmental sustainability goals of the United States.”

We are delighted that our client successfully achieved his EB-2 NIW approval and we could provide him the required support. We would like to thank him for trusting us throughout the process and allowing us to be a part of this success story.


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Success Stories: NIW Petition Approved in Less than 6 Months for Research Scientist in the Field of Machine Learning https://www.wegreened.com/blog/niw/success-stories-niw-petition-approved-in-less-than-6-months-for-research-scientist-in-the-field-of-machine-learning/ Wed, 04 Mar 2020 09:00:34 +0000 https://blog.wegreened.com/?p=17180  

Client’s Testimonial:

“I really appreciate your efforts for helping me prepare the applications.”


On December 31st, 2019, we received another NIW (National Interest Waiver) approval for a Research Scientist in the Field of Machine Learning (Approval Notice).


General Field: Machine Learning

Position at the Time of Case Filing: Research Scientist

Country of Origin: Vietnam

State of Residence at the Time of Filing: New York

Approval Notice Date: December 31st, 2019

Processing Time: 5 months, 21 days


Case Summary:

5 months and 21 days after we filed an EB-2 NIW (National Interest Waiver) on our client’s behalf, Nebraska Service Center approved his petition. Our client, a postdoctoral fellow from Vietnam has years of experience working in the field of machine learning and is currently focused on optimization by building operations management algorithms for heavy industries, continuing his ongoing projects, and expanding his expertise to cover reinforcement learning.

Client’s Credentials:

To support our argument that our client merits a national interest waiver, we submitted evidence of his impressive publication. At the time we filed his case, our client has published in 2 peer-reviewed journal articles (1 of them first-authored), 6 refereed conference papers (3 first-authored), and 7 cited arXiv preprints that collected 188 citations; thereby demonstrating that these publications are widely recognized and relied upon in the field. He has also conducted 40 reviews for distinguished journals and conferences. We incorporated the related material into his petition letter, and provided in-depth analysis to show the merit of our client’s endeavor. Additionally, we summarized that our client’s investigation in his area is of great importance because it involves some of the most advanced and widely integrated technology available in the world. Moreover, his specific focus on optimization is solving some of the most complex problems with machine learning applications.

Third-party Support:

To increase our chances of attaining a petition approval from the USCIS, we encouraged our client to obtain recommendation letters from other experts in the field. We needed these letters to fortify our claim that our client’s work is of utmost importance to the United States and that his findings benefit other researchers. Our client managed to get 5 signed letters, one of which stated that: “Language is a highly complex concept, and to understand its meaning it is necessary to also understand its context. Due to its complexity, natural language processing is a particularly difficult problem in machine learning. This further accentuates the necessity of [client’s] work in optimization algorithms for deep learning applications such as natural language processing in computers.”

With our help, we are delighted that his NIW petition was approved in 5 months and 21 days. We thank him for trusting us and wish him the best as he continues to advance the field of machine learning in the United States.


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