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rjrobinson/README.md

RJ Robinson

Staff Software Engineer · B.S. Computer Science· M.S. AI Engineering · 14-Year Volunteer EMT

I'm a Staff Software Engineer focused on applied AI — building agentic systems, shipping ML to production, and figuring out what actually works beyond the hype. I hold a B.S in Computer Science and an M.S. in Software Engineering (AI Engineering) from WGU.

Before any of that, I spent 14 years as a volunteer EMT and served as Chief of Operations at North Brunswick First Aid & Rescue Squad. That background informs how I think about systems: failure modes matter, reliability isn't optional, and the cost of getting it wrong is real.


EITL — Engineer in the Loop

Practitioner-first AI engineering. No hype. Just signal.

engintheloop.com · YouTube channel for engineers actually building with AI — real tooling, real incidents, real tradeoffs.


Stack

Languages: Ruby · TypeScript · Python · Go · Java
AI/ML: PyTorch · fastai · scikit-learn · Keras · XGBoost · SHAP · Claude API
Web: Rails · React · GraphQL · JSON:API
Infra: AWS · Docker · Kubernetes · DataDog · PostgreSQL
Tools: Claude Code · LM Studio · Jupyter · Weights & Biases


EITL LinkedIn X Email

Father. Engineer. First Responder.

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