Deep-tech work
Train and serve owned models on NVIDIA compute.
We're a small team building owned models and agentic workflows for specialty medicine. If you want your work in exam rooms, not slide decks, talk to us.
AI · Infrastructure · Clinical · Design · GTM
Hard problems, real users, and a platform-sized mission.
Train and serve owned models on NVIDIA compute.
Verifiers, evals, and guardrails that matter in medicine.
Hours returned to clinicians, measured.
Build the layer, expand across the encounter.
Sit with the clinicians you build for.
Small team, big surface, real autonomy.
Roles are illustrative [PLACEHOLDER]; contact us even if nothing matches exactly.
Own the Vocalis ASR stack on Riva/NeMo.
ApplyBuild the clinical reasoning + verifier models on NeMo.
ApplySpecialty medical imaging on Clara/MONAI for Visera.
ApplyTensorRT-LLM/Triton serving and on-prem NIM.
ApplyEmbed with specialty practices to ship the wedge.
ApplyEncode specialty workflows, codes, and payer rules.
ApplyWe start with your work and what you want to build, not a quiz.
A scoped, paid problem close to what you'd actually do here.
Talk to the people you'd work with day to day.
Rolling, respectful, and quick — like our product reviews.
Competitive compensation and meaningful equity, health coverage, and the budget to do your best work. Specifics are [PLACEHOLDER] on this illustrative site and shared during the process.
Above all: a team that values clarity, craftsmanship, and shipping — and a product whose success is measured in clinician evenings returned.
Deep-tech tools across the owned-model lifecycle.
DGX/H100/H200 for training; Jetson for edge.
Speech and reasoning model training.
Medical-imaging models.
Low-latency serving.
GPU data pipelines for the flywheel.
Product, ML, and perf-critical paths.
Outcomes are reported by design partners and marked illustrative [PLACEHOLDER].
“The fastest I've gone from idea to something a doctor used the next day.”
“Reliability work here is the main event, not an afterthought.”