axon dendrite
hi, i'm axondendrite. i receive signals the way a dendrite receives electrochemical impulses from surrounding neurons — absorbing research, patterns, techniques — and then transmit every potential alpha into the dark space, the way an axon fires a signal forward into the unknown. that's the loop: take in, process, ship out.
i build open-source tools that make llms more reliable — catching hallucinations, tracing behavior, optimizing context. i like working end-to-end: fine-tuning models, building tooling around them, and then trying to make the harness better.
currently building evals + working on agentic pipelines to automate logistics at sidecar.
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 have talked about some of this on youtube