Jim Mcmillan
Electronic Data Interchange Supervisor
Birmingham, Alabama, United States
Summary
🤩
Rockstar🎓
Top SchoolJim Mcmillan is an Electronic Data Interchange Supervisor and developer with four years focused on process automation, document intelligence, and NLP/ML using Python, TypeScript, and the Claude Agent SDK. He combines hands-on model work—OCR, information extraction, Word2Vec embeddings and semantic similarity—with practical system integration experience, having modernized legacy COBOL systems into Java/React APIs and built configurable EDI engines. At IndexAI he led solutions architecture and R&D for custom document intelligence deployments, while at Pappas, Hayden, Westberg & Jackson he now oversees EDI operations. His GitHub showcases applied NLP tooling and one-file LLM experiments, reflecting a pragmatic approach to prototyping and production. Based in Birmingham, AL, he pairs deep technical breadth with a history of client-facing roles and regulatory-focused engineering, making him effective at translating complex requirements into secure, production-ready automation.
4 years of coding experience
10 years of employment as a software developer
Computer Engineering, 3.8 GPA, Computer Engineering, 3.8 GPA at University of Louisiana at LafayetteArtificial Intelligence Micromasters Program, Artificial Intelligence, 3.75, Artificial Intelligence Micromasters Program, Artificial Intelligence, 3.75 at ColumbiaX
English
Github Skills (23)
ipynb10
pdf10
doi10
arxiv10
llm9
cli8
github8
datasets7
command-line7
vue6
natural-language-processing6
python6
chatgpt6
nlp5
openai5
Programming languages (2)
Github contributions (5)
jimmc414/onefilellm
Mar 2023 - Apr 2025
Specify a github or local repo, github pull request, arXiv or Sci-Hub paper, Youtube transcript or documentation URL on the web and scrape into a text file and clipboard for easier LLM ingestion
Contributions:2 reviews, 9 PRs, 166 pushes in 2 years
arxivdoiipynbllmpdf
jimmc414/document_intelligence
May 2023 - Dec 2024
Contributions:75 pushes, 1 branch, 4 issues in 1 year 8 months
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