01
Mirror Mode
See yourself the way other generations see you.
Multigenerational self-perception tool that reframes your communication style through the lens of every other cohort on your team.
Labs
A working notebook of research projects, prototypes, and product experiments. Most are in active development; only a handful are publicly deployed today. Tell me which interests you and I'll get back.
Coming soon
Six builds in private beta — early-access inquiries welcome if you have a real use case. I'll send a brief and a NDA if it makes sense.
WGU-style CBE course development pipeline. Competencies → evidence statements → LOs → task models → PA prompts → DOCX. 7-pass quality audits built in.
Inquire →AI-powered LMS with 7 specialized agents that run Socratic conversations with learners. Monorepo: Next.js 14 web + Hono API + Anthropic Claude + Drizzle/Postgres.
Inquire →Full-stack survey + assessment creation with AI-generated items and analysis. Next.js 15 frontend, Django REST backend, Flask AI service with RAG document grounding.
Inquire →AI platform that generates complete Coursera short courses from high-level blueprints. 20+ content types — scripts, quizzes, HOLs, rubrics, slide decks. Flask app, ~4,200 tests.
Inquire →Tauri 2 desktop app unifying Google Calendar and Office 365 in a single local-first interface. SQLite, OAuth 2.0, OS keychain. React 19 + Rust.
Inquire →AI-powered training app: speech recognition, ICAO rubric scoring, ELPAC/RELTA exam templates, VHF radio simulation.
Inquire →In development
Suite · 8 products
Eight productizations of my Bridging Generations talk — AI-powered tools for multigenerational teams. See the talk →
01
See yourself the way other generations see you.
Multigenerational self-perception tool that reframes your communication style through the lens of every other cohort on your team.
02
The right words, for the right person, at the right moment.
AI-powered intergenerational communication coach. Real-time phrasing assist for messages that land across age cohorts.
03
Your AI coach, live in your ear.
Real-time meeting coaching — earpiece prompts that catch generational mismatches and surface the next right move.
04
Play together, work better.
Gamified multigenerational team challenges. Short-form games that build cross-cohort fluency without the workshop fatigue.
05
Every great team is a formula.
Generational team-composition optimizer. Tells you which cohort blends produce the outcomes you actually want.
06
Walk a mile in their workflow.
AI-driven generational simulation — feel what it's like to do your job from another cohort's tooling, expectations, and norms.
07
The most powerful technology is a human story.
AI-powered story-collection format that turns lived experience across generations into shared organizational memory.
08
Predict the gap, close it before it costs you.
AI prediction model for upcoming competency gaps in your team — by role, cohort, and trajectory.
Cluster · Live builds
Five active builds with public repos — early-stage, evolving, and open to contributors. All are AI- or learning-adjacent.
01
Rehearse hands-free, eyes-free — even while driving.
Voice-first PWA for practicing presentations, speeches, and scripts. 35+ voice commands across 4 languages, multiple import formats, offline-first.
02
Adaptive courses, every learner’s path.
AI course generator with UDL menus, depth layers, inquiry arcs, and mastery-based progression. 15 content types generated end to end. Flask, single-user.
03
Accreditation, end to end, agent-driven.
AI platform for the full accreditation lifecycle: self-evaluation, exhibits, on-site readiness, post-visit response. Audits accreditor + federal + state + licensure standards. Highly agentic.
04
All my work, mapped.
Personal knowledge tool that imports Claude Code session logs and renders project relationships as interactive mindmaps. Local-first, single-user. Next.js 16 + React Flow + SQLite.
05
Bullets → polished screencast.
AI screencast production assistant. Bullets become narration scripts, TTS-optimized, synced with demo code and supporting assets. Flask v5/v6 + React SPA.