Korey Dillon
I build retrieval, vision, and language systems.
An engineer who works across the whole stack: data pipelines, models, and the products around them. A selection of what I've built is below.
Selected Work
All →- 01
InferLens
Retrieval-augmented question answering over dense technical documents, with citations back to the exact source page.
- 02
Axiom
A multi-tenant service that reads financial documents with a fine-tuned model, learns from corrections, and pushes structured data into accounting systems.
- 03
Cipher
A terminal coding agent that runs on a local fine-tuned model, or falls back to a frontier model when you want one.
Writing
All →- Read →
Exact over approximate
Why I default to FAISS IndexFlatL2 instead of IndexIVFFlat for most production RAG.
- Read →
Silent failures
The most dangerous bugs in AI systems are the ones that return a confident, wrong answer.
- Read →
Scope before you build
How tightly framing the problem decides whether an AI project ships or stalls.
- Read →
Compliance first
Designing for auditability and regulation from day one, not as a retrofit.
Let's build something.
Open to engineering work, research collaborations, and good conversations.