Allison Dunning advances implantable biosensors and neural interfaces by combining materials engineering, microfluidics, and electrophysiology. She applies spatial omics, surface/packaging design, and process engineering to reduce neuroinflammation and improve long‑term device performance for brain‑computer interface applications.