Outcome-led builds, documented for fast evaluation.
Client-conversion projects shown in locked evidence order.
Exam malpractice and weak integrity controls in org-wide Excel testing.
A secure assessment platform that randomizes questions, enforces rules, and scales cleanly under load.
Manual replacement approvals caused delays, inconsistent tracking, and follow-up overload.
A workflow automation that routes requests, captures status, and reduces decision friction.
Content delivery was slow and inconsistent from intake to final video output.
A streamlined intake-to-delivery pipeline that standardizes production and ships reliably.
Strong projects that remain secondary until full public-safe proof packs are published.
Manual assignment checks created avoidable errors and review overhead in high-volume workflows.
A rule-guided checker that validates CSV and assignment logic before release.
Assessment teams needed stronger exam integrity and deeper question quality in one environment.
A CBT + AI platform that blends protected test delivery with AI-assisted question generation workflows.