The EB-2 NIW Framework: Eligibility, Dhanasar Prongs, and Petition Strategy. A structured technical resource for interpreting and applying Matter of Dhanasar (AAO 2016) in EB-2 National Interest Waiver adjudication.

Lawyery Limited — SRA-regulated UK immigration and employment law practice. Skilled worker visas, sponsor licences, settlement, business immigration. Award-winning firm (SRA 8001894).

legalaid.dev: Legal Artificial Intelligence Development Ltd. Practitioner-led venture building free AI tools for legal practitioners and the public. Home of ukinnovator.online, sponsorlicence.online, ukvisit.online, uksettlement.com and countersigned.ai.

Fine-tuned Llama 3.2 3B on 17,058 Q&A pairs from official U.S. immigration sources (USCIS, 8 CFR, BIA). Outperforms Llama 3 8B zero-shot (+27% mean score, 4× fully-correct). End-to-end pipeline: crawl → parse → QA generation (Bedrock) → LoRA fine-tuning (SageMaker).