7-day Enterprise Voice AI Systems onboarding tutorial
7-day Traditional Chinese tutorial with architecture, governance, security, deployment, and onboarding artifacts
CV / Resume
Jason Chia-Sheng Lin
Doctoral Researcher, Artificial Intelligence in Medical Imaging / Signal Analysis Lab
National Yang Ming Chiao Tung University
Current positioning
Doctoral researcher and AI systems builder focused on evidence-aware AI for speech decision stability, clinical workflow support, agent governance, cybersecurity, and enterprise AI systems education.
Recent public proof
CDS-ASR / JANUS evidence hardening
Selected-300 aggregate review complete; raw audio and transcripts remain private
PB-EGP and Support-Transfer Validation
Fallback package and validation gates ready for owner release-channel decision
AI Triage Kiosk demo
Synthetic-data market demo; no autonomous diagnosis or production clinical triage
UroPrevisit Navigator
Synthetic-data workflow prototype for staff-review support
Jarvis Voice Sight
Realtime prototype with typecheck, lint, test, smoke, health, and demo gates
Research programs
Selected systems
Teaching and public work
7-day Enterprise Voice AI Systems onboarding tutorial · Canonical 7-day version lives in the ai-systems-engineering-handbook accelerator repo.Expanded 28/30-day enterprise AI bootcamp path · Expanded bootcamp path remains canonical in the handbook repo.Medical AI cybersecurity teaching package · CYBERSEC talk delivered; CDE teaching handoff prepared.