Independent AI Build Portfolio
Real-Time Situational Awareness Platform · See · Plan · Move
Seattle — Full Build
DMV — Live
Philadelphia — Live
Single-file client-side dashboard aggregating 16 live data endpoints across 9 distinct APIs — traffic, transit, ferries, weather, fire dispatch, seismic activity, and flight delays — into a unified real-time situational awareness interface. A rule-based Ops Brief synthesizes every active panel into a plain-English situational summary. Includes a Supabase telemetry layer with 90-day rolling retention and location-key separation across cities. Zero npm, zero build step — the entire app is one portable HTML file deployable anywhere.
Expanded to DMV and Philadelphia as live secondary deployments with feature parity. Some data sources — Pennsylvania 511, live traffic cams, PulsePoint emergency dispatch for DMV — require commercial API access or LLC-gated credentials. Those requests are in flight. The architecture is already built to accept them.
Grab life by the horns. Leave the bull behind.
AI Workflow Triage · Operational Intelligence
Python 3 + Streamlit
Google Gemini
Supabase
Multi-Tenant Auth
Stateless Processing
Hay + Fresh Cheese Economy
Live production application that ingests raw operational chaos — emails, documents, voice memos, images — and extracts prioritized, structured action items called Tracks via the Churn Engine. User-defined Horns encode personal values directly into the AI ranking logic. Invite-only with custom auth, single-use invite codes, and per-user data isolation. Full gamification layer: dual-currency economy, 7-level ascension system, 10 real-time stat cards, and browser-native push notifications. Stateless processing purges source documents after signal extraction — built for high-sensitivity operational environments. Not a demo. Real auth, persistent data, live in production.
The first person you call.
Voice-First AI Companion · Per-User Memory Isolation
☛ Identity
Michael
values: helping people
☛ People
🐶 Arthur · 🐶 Jazz
🐱 Lincoln · 🐶 B
🐱 Luna Bell
☛ Projects
GOATvision
GOATflow · Melvin
☛ Feelings
energizer
building for people who feel powerless
React / TypeScript / Vite
ElevenLabs Voice
Firebase Auth
OpenRouter LLM
Railway
Firestore Memory
Voice-first AI companion with a five-bucket persistent memory system — Identity, People, Projects, Feelings, Threads — isolated per user in Firestore. Learns over time the way a person does: no onboarding flow, no calibration quiz, just conversation. Push-to-talk interface, ElevenLabs voice synthesis, dual-brain AI architecture (local Ollama for dev, OpenRouter for production). Invite-only with a waiting room. The most personal thing in this portfolio.
Work on your greatness.
Human Operating System · B2B SaaS · Workforce Performance Ecosystem
The parent ecosystem that every WorkGOAT tool feeds into — designed as a human operating system: Decide. See. Execute. Process. Prove. NayAye routes decisions. GOATvision provides situational awareness. Melvin supports execution. GOATflow processes and prioritizes work. WorkGOAT credentials the pattern it all forms over time. Fresh Cheese earned inside GOATflow ports to WorkGOAT at 1:1 on launch — users arrive with proof of work already on the books. Full platform development not yet started; the ecosystem architecture and overview are live at workgoat.vip.
Should I use AI for this? Yes or no.
AI Tool Routing Intelligence · Vercel
Stack
React · TypeScript · Tailwind
Routes users to the most effective AI tool for their specific task — reducing cognitive friction in tool selection. Built as a practical answer to the question every operator asks when AI tools multiply faster than clarity does: which one do I actually use for this? Simple interface, sharp routing logic, zero fluff.
Turn noise into signal. Automatically.
Daily Executive Bubble · AI Briefing System · Gumloop
01
Top 3 Signals
Highest-signal items from configured feeds — ranked, deduplicated, noise removed
02
Why It Matters
1–2 lines of business or technology impact per signal — insight, not summary
03
Forward Cues
Early indicators of what's next — synthesized trend read per signal
AI-automated executive briefing system built on Gumloop with a multi-node workflow architecture. Pulls from configurable RSS feeds, runs a GPT-4 synthesis layer, and delivers a formatted brief to your inbox before the workday begins. Four-stage pipeline with failover protection — no empty briefs, no manual steps, no dashboards. Just signal, delivered. Named in honor of my mother, Debra.
Scan. Illuminate. Place.
AI-Guided Carrier Onboarding · Last-Mile Intelligence
$180M+
Est. Annual Labor Efficiency Value
300K
USPS Carriers — Addressable Market
2.4x
Onboarding Cycles Per Route Per Year
0
Existing Technology Solving This
Conceived and documented — an AI-guided onboarding system that eliminates the cognitive friction of learning a new delivery case. A carrier scans an incoming mail piece; FlashRT reads the address and instantly illuminates the correct slot on the sorting case — removing manual search, printed route books, and memory dependency during the learning phase. Formal Concept Overview and Commercial Value Assessment published 2025. The operational problem is real — managed it firsthand across multiple sites.
Independent research concept. Does not use proprietary agency data or internal systems.
Where did AI come from. What it can do. What's next.
Workforce AI Education Platform · Replit
●
History
From Turing to GPT-4 — the arc in plain language
●
Tools
Working AI tools mapped to real use cases
●
Infrastructure
How the systems actually work underneath
●
Future
What's coming and what it means for operators
Interactive web application built to close the knowledge gap between technical AI developments and practical field understanding. Designed for the workforce — not engineers. Covers AI history, working tools, infrastructure fundamentals, and forward-looking trends in language that operators, managers, and frontline teams can actually use. Built and deployed independently as a workforce enablement resource.