VCF Certification Study

AI & Automation

Purpose: An AI-powered certification study platform with flashcards, adaptive practice exams, spaced repetition, and gamified progress, built to prepare for the VMware VCF Solution Architect certification (passed 2026).

Outcome: 284 lessons, 2,300+ flashcards, and 1,200+ quiz questions generated from source material by AI ingestion pipelines.