Founder, Jan 2026 to present
Qualora
AI career-intelligence and workforce-learning platform on web, iOS, and Android. I own the full data stack.
- 11-phase Python pipeline processed the full SkillsCommons library under an active MOU: 16,839 files from 361 institutions.
- 2,073 courses, 390K+ assessment items, and a 2,624-skill taxonomy linking courses to 113 careers.
- LLM currency gate blocks stale content from publishing. Content is curated from source material, not AI-generated.
- Active CAGE code for government services. Works with ETPL-approved training providers.