AI-Powered Capability Analysis & Behavioral Simulation for Managers — Quantify soft skills from real behavior, build growing capability maps, and simulate team dynamics with digital twins.

Multi-tenant assessment & competency mapping platform. Study (SM-2 spaced repetition) + Assessment (timed, proctored MCQ). Built with Next.js 16, React 19, Supabase, TypeScript.

A smart, data-driven platform that evaluates technical competencies in modern intelligent systems and language technologies, uncovering skill gaps and delivering personalized insights, assessments, and learning pathways for both individuals and organizations.

Competency-based L&D framework and 5-year career roadmap for AWS Data Engineers, integrating job analysis and measurable success metrics.

Build self-updating skill trees for AI coding agents from codebases and PRDs to keep agents in sync with your code

Detect malicious code and security risks in AI skill files before installation to protect AI agents from hidden threats and obfuscation techniques.