Jacob Scott-Metoyer (jacobsmetoyer)

CS + physics at CSULB, BUILD Scholar, aiming for an MD/PhD. I build scientific software and agentic AI tools whose results can be checked.

Long Beach, California, United States
Website
GitHub

WildSide — WildSide

Step into the WildSide. Explore living worlds inspired by real places, meet their small inhabitants, and discover the nature hiding in everyday surroundings.

ReplayForge — ReplayForge

Find the first changed state in a replay, then turn that evidence into a regression test.

TowerOps — TowerOps

A Strands-powered synthetic air-traffic control agent that predicts conflicts, proposes resolutions, verifies readbacks, and fails closed when state, approval, or evidence is uncertain.

LedgerDock — Know What Was Actually Received — LedgerDock — Know What Was Actually Received

Know what arrived, what you checked, and what is still missing.

Teachback — Teachback

Explain the idea. Find the gap. Use it somewhere new.

THREADLINE — THREADLINE

Remember the promise, the condition, and what changed.

Clearway — Clearway

Know what remains before calling it done.

FAMILIAR MEMORIES — The Living Archive — FAMILIAR MEMORIES — The Living Archive

Turn an invited family visit into a personal story from approved memories.

DOMINO — Causal Automation Twin — DOMINO — Causal Automation Twin

See why smart-home automations collide, test a repair, and replay what changes.

THRESHOLD — A Considerate Doorway — THRESHOLD — A Considerate Doorway

Give residents and visitors a clear exchange across language and access needs.

RecallWeave — RecallWeave

Offline adaptive learning with transparent Bayesian models, reusable courses, lesson authoring, saved progress and interactive labs. Learn connections, then explain and apply them.

ShadeWindow — ShadeWindow

An offline historical heat-index replay that helps community organizers compare outdoor hours with transparent JavaScript ridge regression—not a safety forecast.