Computational regenerative medicine and geroscience tooling. The repositories are research artifacts. They are not clinical advice, dosing guidance, or a biological-age clock.
- regen-workbench — local Docker lab, expression and compound exploration, frozen cohort check
- geroscience-compound-atlas — public compounds, graded evidence, scaffold-split bake-off — live atlas
| Piece | Role |
|---|---|
| cell-protocol-compiler | Machine-readable checklists for published hiPSC workflows |
| brightfield-colony-qc | Morphology QC. A flag is triage, not a diagnosis |
| diffmedia-loop | In-vitro media search. Expected improvement versus UCB, Thompson, and random on a synthetic surface |
| regen-benchmark-kit | Group-aware baselines and input hashes |
| senescence-module-score | SenMayo control-gene score, controls fit on training rows |
| organoid-oxygen-lab | Conservative spherical oxygen transport |
| cell-fate-transport | Balanced optimal transport for cell-state snapshots |
| perfusion-calibration-lab | Offline gravimetric flow checks |
| open-perfusion-rig | Host-side simulation of a research perfusion rig |
Student at Florida Atlantic University (MS, Artificial Intelligence). Experimental projects, often built with AI-assisted coding.