Systems that argue, decide, and ship.
Production AI across finance, government, education, and accessibility — and the seam where the engineering crosses into art. Built, deployed, and run unattended.
NASA NCAS Scholar · Mission IIIAI lunar surface mapping + an accessible air-taxi — cited as the strongest capstone in the program’s 15-year history. Continuing in a NASA think tank.
17 projects · 3 lead · engineering → artTrueCancer — live on the App Store
AI consumer product-safety scanner. Photograph any product, get an A+–F health-safety grade. Shipped, public, tappable.
SAAM — pre-registered, DOI on record
The first NLP embedding model built for self-actualization, validated under NASA-STD-7009B. 68,683-paper corpus.
Source on GitHub
The engineering, in the open.
NASA NCAS Scholar · Mission III
AI lunar surface-mapping and an accessible air-taxi concept — cited as the strongest capstone in the program’s fifteen-year history.
Consumer & professional AI products.
Apps that ship to real users — tutoring, conversation, therapy support, neurodivergent-first finance, fitness, and sales enablement.
Professor Carl
A universal Socratic tutor that remembers what you got wrong last week.
Read case studySYS.04 — PROFESSOR CARL · PRODUCT · LLM+LONG-TERM MEMORY+EDTECHProfound Questions
AI hosts that pull real depth out of a conversation.
Read case studySYS.05 — PROFOUND QUESTIONS · PRODUCT · LLM+CONVERSATION DESIGN+PERSONASMindFrame Pro
Real-time emotional-state read-outs for the therapist in the room.
Read case studySYS.06 — MINDFRAME PRO · PRODUCT · COMPUTER VISION+AFFECTIVE COMPUTING+HEALTHTECHDefiant Finance
A conversational money coach built for ADHD and neurodivergent brains.
Read case studySYS.07 — DEFIANT FINANCE · PRODUCT · LLM+PLAID+FINTECHForge Fitness
A coach that rewrites your program from your own recovery data.
Read case studySYS.08 — FORGE FITNESS · PRODUCT · LLM+WEARABLES+HEALTHTECHLEXICON SE
Voice-interactive sales training that coaches you through the objection live.
Read case studySYS.09 — LEXICON SE · PRODUCT · VOICE AI+LLM+SALES ENABLEMENTLead Master AI
Scrape, score, and organize the pipeline before a human touches it.
Read case studySYS.10 — LEAD MASTER AI · PRODUCT · LLM+SCRAPING+LEAD SCORING
Production software & tooling.
Live platforms for a real government cohort, a grant-intelligence engine, and a local-LLM captioning pipeline built for institutional accessibility.
Momentum PM
Not a demo — real district staff log in daily to a zero-knowledge vault and a personal AI coach.
Read case studySYS.11 — MOMENTUM PM · SYSTEM · NEXT.JS 16+REACT 19+DRIZZLESDCCD Grants Discovery & Proposal System
Ingests 2,000+ grants, scores them for institutional fit, and drafts proposals in the VC’s own voice.
Read case studySYS.12 — SDCCD GRANTS DISCOVERY & PROPOSAL SYSTEM · SYSTEM · NEXT.JS 16+REACT 19+DRIZZLESDCCD Captioning System
Whisper hears it, a local LLM polishes it, a pattern-flagger catches the names — shipped as a real Mac app.
Read case studySYS.13 — SDCCD CAPTIONING SYSTEM · SYSTEM · FASTAPI+WHISPER.CPP+OLLAMA/QWEN
Pre-registered & corpus-grounded.
NLP embedding models, archetypal identity dynamics, NASA lunar-mapping work, and the synthesis tooling underneath it all. SAAM also leads above.
Archetype of Fluidity
Identity modeled as dynamic archetypal states, not a fixed type.
Read case studySYS.14 — ARCHETYPE OF FLUIDITY · RESEARCH · ML+NLP+HMMNASA NCAS Mission III
AI lunar surface mapping and an accessible air-taxi — the strongest capstone in 15 years.
Read case studySYS.15 — NASA NCAS MISSION III · RESEARCH · NASA NCAS+MACHINE LEARNING+REMOTE SENSINGMeta-Analysis Tool
A research-synthesis engine over large academic corpora.
Read case studySYS.16 — META-ANALYSIS TOOL · RESEARCH · NLP+EMBEDDINGS+INFORMATION RETRIEVAL
Where the architect becomes the artist.
A cinematic VR neuroscience experience where the engineering crosses into art — the bridge from the case-study engine into the gallery. The structure dissolves into the image: the same particles that drew the machine resolve into a photograph.
SynapticCleftVR
A cinematic VR neuroscience experience for Quest 3 — standing inside a firing neuron.
Read case studySYS.17 — SYNAPTICCLEFTVR · XR · UNITY+C#+META QUEST 3






