axon dendrite
i build open-source tools that make llms more reliable — catching hallucinations, tracing behavior, optimizing context. at sidecar, i handle evals and agentic pipelines for production rfq processing across shipping and logistics tenants. i like working end-to-end: fine-tuning models, building tooling around them, and putting them in production.
hallucination detection. semantic entropy, log probs, web grounding, llm judge.
llm observability. tracing, behavior eval, security scanning, datadog integration.
intelligent context building. 85% fewer tokens, 99.2% quality retained.
semantic chunking for rag. double-pass merging keeps related content together.
pii detection and redaction. 150+ entity types via gliner. reversible.
wearable ai second brain. raspberry pi + whisper + mistral. built for adhd.
i talk about some of this on youtube too