Open-source AI skills and plugins for EB-1 and EB-2 NIW immigration petitions — from evidence organization to RFE response.
Daily datasets of USCIS form processing times
uscis status check/checker from automatic scraper master executable file created by Kevin in April 2023
Serverless application that sends an SMS when a USCIS case status changes
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).
CivicsGPT is a GPT-based chatbot for practicing the US naturalization Civics test.
An immigration news aggregator in tribute to our dear friend Rob
Streamlit app estimating H-1B lottery win rates under the Dec 2025 DHS/USCIS weighted-selection rule. Monte-Carlo simulation of the two-round draw with wage-level weighting and degree-split outputs.
Self-hosted USCIS case status tracker with notifications (Apprise). One-command Docker deploy for NAS / mini-PC.
🇺🇸 USCIS Knowledge Base — 99,489 content chunks from 4,666 USCIS pages with OpenAI embeddings (1536-dim). Built with Firecrawl. Ready for RAG, semantic search & GraphRAG.
Facetwork domain: US H-1B visa approvals by state & county, multi-year (USCIS Employer Data Hub).
A RAG Pipeline for AAO NON-Precedent Decisions
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