Real science, running on real hardware.
N3rdz builds avian and farm biotechnology, small-system artificial intelligence, and the scientific software that ties them together. Experiments in progress, instruments on the bench, results in the open.
What we build
Four working domains, one bench. Each is an active line of research, not a brochure.
Avian biotechnology
Diagnostics, nutrition, and health instrumentation for companion and production birds, from parasite screening to enriched supplements.
Farm biotechnology
Field-grade tools for the working farm: sensing, screening, and biological products developed and tested on real livestock.
Small-system fringe AI
Experimental architectures on constrained edge hardware: reservoir computing, on-device inference, and unconventional model designs.
Scientific systems design
We build instruments from the ground up for specialized analysis in narrow, niche domains, turning interfaces and raw signals into real, usable results.
Research in progress
A live log of what's on the bench right now. Placeholder entries, swap in your real projects.
Edge-AI parasite screening instrument
Fecal parasite detection running on-device with a neural processing unit for field use without a lab.
Enriched avian supplements R&D
Reformulating companion-bird nutrition with measurable, sourced ingredient science.
Reservoir-computing forecasting paper
Echo-state networks applied to environmental time-series prediction on modest hardware.
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Real birds, real experiments, explained. Behind-the-bench science from the farm. Follow along as it happens.
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