Contextual Pipeline Framework
Grounds each work request in authoritative context, routes capability by consequence, and preserves evidence through verification and acceptance.
Study CPFMy Portfolio
Systems Built for
The Real World.
This is not a wall of screenshots; it is a working record of organizational transformations, products, decisions, constraints, migrations, experiments, and outcomes across more than fifteen years of software engineering.
Range: VerShep product leadership, Contextual Pipeline driven AI engineering and operations, DEP, SaaS development, enterprise platforms, XR, live media, games, mobile, WebGL, Solana, creator infrastructure, and engineering leadership shaped by more than 20 years of servant leadership.
Archive19 Projects
Deep Evidence7 Case Studies
Current PracticeVerShep, CPF, DEP & Open Infrastructure
The portfolio moves across AI, SaaS, XR, games, live media, infrastructure, and enterprise platforms; every project is grounded in a real operating constraint and a result someone needed.
A Distinct Engineering Advantage
Contextual Pipeline Driven Engineering
I design AI workflows as accountable systems; context is bounded, work is routed to the lowest-cost capable model or tool, evidence survives every handoff, and expensive reasoning is reserved for the decisions that actually need it. The goal is stronger, more defensible output at materially lower model and infrastructure cost than traditional monolithic LLM workflows.
VerShepAI Outcome Assurance
Public Products Under VerShep.
VerShep connects CPF, DEP, Change Passports, and assurance services into one public product system for consequential AI work. DEP can be used free or through a Stripe-enabled Pro subscription; bounded commercial assurance engagements are also available.
Explore The CompanyDigital Entity Platform
Maintains identity, supervision, correction history, review state, and responsibility across changing agents, models, and tools. Free includes one active project and three active reviews; Pro expands working capacity to 25 projects, 250 reviews, and up to 50 managed Passport outcomes monthly for $39 monthly or $390 annually.
Try DEP FreeLIVE PRODUCT · AVAILABLE NOW
Active Full-Stack Product
CampaignOS
A live SaaS and SaaP campaign operations platform designed and built independently from frontend through backend, tenant architecture, operator workflows, public-site publishing, deployment, and production verification. The initial market wedge helps independent campaigns organize the ballot-access hurdle without losing the rest of the campaign. Stripe-enabled paid activation is live after the seven-day trial.
- Account-first, multi-campaign, tenant-backed architecture
- Early CPF-driven development and verification system
- Seven-day trial; Starter at $99.98 monthly or $999.98 annually
Seven Deep Case Studies
The Decisions Behind The Delivered Work.
These cases go beyond the project summary; each one exposes the mandate, system anatomy, tradeoffs, evidence basis, and durable lesson that can travel into another product.
01
AI operating model and studio transformation
NanoRes AI Workflow Transformation
A smaller organization able to preserve selected delivery, public infrastructure, and institutional knowledge during a severe market contraction.
Read The Deep Case 02Live SaaS And SaaP Campaign Operations Platform
CampaignOS
A publicly available, Stripe-enabled product with isolated tenant workspaces, a seven-day trial, and a paid Starter plan for independent campaigns facing the ballot-access hurdle.
Read The Deep Case 03Enterprise entertainment platform
Flite Golf
A reusable platform, a stronger delivery system, and a team equipped to extend both.
Read The Deep Case 04Biomedical training platform
Roche VR Training
One modular lesson architecture that could support many training scenarios and content authors.
Read The Deep Case 05Global live media platform
Rio 2016: 360° Broadcast
A viewer and operator experience designed for global scale, live timelines, and changing production needs.
Read The Deep Case 06Open UGC infrastructure and game
OGAL + Token Toss
Open infrastructure proven through a real Unity creation and publishing loop on Solana.
Read The Deep Case 07Virtual reality simulation
National Football League VR Training
A high-consequence performance environment became something athletes could revisit and study.
Read The Deep CaseMy Portfolio
Built Across Products, Platforms, And Possibilities.
Filter the complete portfolio by the kind of problem you care about. Deep case studies expose more of the decision record; project records preserve the wider range without pretending every artifact carries the same amount of public evidence.
00Deep Case StudyNanoRes AI Workflow Transformation
A market-constrained global studio rebuilt its operating model around governed context, bounded AI work, explicit verification, and a focused core team.
- AI workflow architecture
- Organizational transformation
- Resource governance
01Deep Case StudyCampaignOS
A live, nonpartisan, account-first campaign operations platform that gives independent candidates and growing campaign teams one governed system for their public presence, field work, volunteers, intelligence, publishing, and operational continuity.
- End-to-end SaaS engineering
- Multi-tenant product architecture
- Contextual Pipeline driven development
02Deep Case StudyFlite Golf
A configurable, white-label golf entertainment system built to perform reliably across live, multi-bay venues.
- Product architecture
- Real-time networking
- Team leadership
03Deep Case StudyRoche VR Training
An immersive training system that let scientists and technicians practice complex laboratory procedures in a safe virtual environment.
- XR architecture
- Authoring systems
- Assessment
04Deep Case StudyRio 2016: 360° Broadcast
Application and production-control systems for one of the earliest large-scale Olympic 360° and VR broadcast experiences.
- Broadcast interfaces
- 360° video
- Rendering
05Deep Case StudyOGAL + Token Toss
A public-good asset protocol and the end-to-end game that demonstrates portable, verifiable, creator-owned levels.
- Protocol design
- Rust / Anchor
- Unity
06Project RecordTopgolf Bay Lens
A disciplined port of Topgolf's Bay Lens augmented reality feature from native iOS into Unity; delivered with speed, quality, and clear cross-team ownership.
- Unity
- Augmented reality
- Platform migration
07Project RecordArmy National Guard Disasterville
An immersive natural-disaster experience that brought emergency scenarios into American high school gyms; technology, space, and story worked together to make preparedness tangible.
- Immersive media
- Interactive systems
- Spatial experience
08Project RecordSolana Toolbelt for Unity
A Unity package that brings runtime libraries, wallet adapters, prefabs, and OGAL services into one practical foundation for Solana-enabled creator experiences.
- Unity packages
- C#
- Solana
09Deep Case StudyNational Football League VR Training
An immersive training experience that used virtual reality to make complex, repeatable football scenarios available beyond the physical field.
- Virtual reality
- Simulation
- Real-time 3D
10Project RecordDormakaba Interactive Exhibit
A spatial product experience that brought access-control solutions to life through interactive 3D models and guided demonstrations.
- Augmented reality
- HoloLens
- 3D product visualization
11Project RecordREscan
A spatial-data product for rapidly digitizing and annotating large indoor environments from a human point of view.
- Spatial data
- 3D visualization
- Digital twins
12Project RecordRoblox Gameshow
A creator-led Roblox gameshow that brought live entertainment instincts into a participatory online world.
- Game systems
- Roblox
- Live entertainment
13Project RecordLuminant Music
A music-driven interactive experience that turned sound into responsive visual motion.
- Audio reactive systems
- Real-time graphics
- Interaction design
14Project RecorddisruptED
Augmented and virtual reality learning tools designed for children from pre-kindergarten through third grade.
- Educational technology
- AR
- VR
15Project RecordHologress AR Exercise Trainer
An augmented reality exercise trainer that made movement, form, and guidance visible inside the user's physical space.
- Augmented reality
- Motion guidance
- Real-time 3D
16Project RecordSKEWERZ
A fast, character-driven free-to-play mobile game released for Android and iOS.
- Mobile games
- Free-to-play systems
- Unity
17Project RecordLet's Go Dig!
A playful mobile game built around an immediately understandable action, expressive feedback, and compact-session fun.
- Game feel
- Mobile development
- Unity
18Project RecordDRAFTCARD
A social product that let student athletes assemble a shareable trading card with statistics, highlights, and video connected to recruiting workflows.
- SaaS
- Social products
- Media workflows
How To Read The Work
Look for The Judgment Between The Artifacts.
Technology changes; the responsibility to understand consequence, make tradeoffs visible, and help people execute does not.
Architecture With An Operating Model
A diagram is only the beginning. I design ownership, feedback, configuration, failure boundaries, and the path by which a system can change without becoming incoherent.
Capability Matched To Consequence
The most expensive model or elaborate stack is rarely the automatic answer. The system should spend intelligence, infrastructure, and human attention where evidence says they create value.
Momentum Without Manufactured Urgency
Good delivery exposes risk early, protects the decisions that matter, and lets people move quickly because the work is understood.
Capability That Remains After The Project
The strongest outcome is not dependence on one expert; it is a product that works and a team with more context, confidence, and judgment than it had before.
The Thread Through The Archive
What Ties The Work Together?
Configuration over duplication. Clear boundaries. Observable systems. Useful abstractions. Honest evidence. Teams with enough context to make good decisions without waiting for permission.
Read How I Work01Turn ambiguity into a shared modelOperating Principle
02Design for change without surrendering clarityOperating Principle
03Build feedback into the systemOperating Principle
04Leave people with more capability than beforeOperating Principle
What Is Being Built Now?
Some Of The Most Interesting Work Is Still In Motion.
Current efforts include leading VerShep, operating DEP and CampaignOS as public commercial products, advancing CPF, maintaining open creator infrastructure, and continuing the bridge between software engineering and the physical sciences.