Solo founder of Ainfera.
I build Neptune — agent-native models, bound by evidence.
Models that finish work in the world — shipped only when the evidence holds.
The unit is the loop, not the monologue.
Proof before claim.
Open Core verifies. Closed specialists deliver.
Refusal is a feature.
Class, not cosmos.
Neptune is native to the agent loop — tools, schemas, feedback, repair, completion — under a pinned protocol.
Not a chat model in costume.
Ainfera is a model factory, not a routing company.
Agents help build. Humans gate what ships.
| Track | Intent |
|---|---|
Neptune 27B + quant SKUs |
Open proof Core and same-net edge quant delivery when certificates clear |
| Neptune Finance-70B | Closed agentic finance specialist — tools, audit artifacts, compliance stops |
| Ainfera Factory | Admit → pilot/train → seal → certificate → claim |
Claims stay inside a preregistered local-agent class — size, hardware, VRAM, latency, harness, quant — never unqualified “best model.”
Post-trains are earned (SFT → DPO → GRPO only with uplift), then sealed eval and quant certificates. Dates target; gates decide.
ainfera.ai · github.com/ainfera-ai · huggingface.co/ainfera-ai



