Principal Architect

ZACK
WHITSON

Engineering distributed systems, AI infrastructure, and mission-critical digital architecture. Beyond development—pure execution.

EST. 2024 / FULL-STACK
Zack Whitson
SYSTEM_STATUS: OPERATIONAL
100%
Uptime Delivery
AI+
Core Integration

Project Index

01 / BLOCK

BadAzz Management

Lead SaaS Architect

Institutional Management System for MMA Academies. Powered by a State-Grounded Context Engine with real-time financial modeling.

A high-performance PWA that orchestrates gym operations through a sophisticated data matrix. Features a Gemini 2.5 Flash grounding engine that reasons over live MRR, collection velocity, and student retention trends to provide autonomous coaching and financial directives.

REACT 19GEMINI 2.5 FLASHFIREBASEPWA
// Intelligence
Gemini 2.5 Flash / State-Grounded Reasoning
// Financials
Institutional Matrix (CAC / LTV / MRR Velocity)
// Security
Multi-Role RBAC / Secure Matrix-Lock
// Architecture
PWA / Real-time Ledger Sync
CORE_ARCHITECTURE_SCHEMATICVERIFIED
GROUNDING_ENGINE ├─ LEDGER_LINK (Institutional Financials) ├─ ROSTER_MATRIX (Retention & Churn Tracking) ├─ AI_ORCHESTRATOR (Gemini 2.5 Flash) └─ STRATEGIC_COACH (Multi-Philosophical Engines)
ARCH_INDEX // BADAZZ_MANAGEMENTVIEWPORT_FOCUS: 01 / 05
BadAzz Management - Image 1
SWIPE // NAVIGATE
Operation_Insight
Multi-location synchronization ensures 100% data integrity across 5 simultaneously active gym modules with institutional-grade financial filtering.
AI_Grounding
Gemini 2.5 Flash context-injects real-time MRR, roster at-risk metrics, and class schedules to generate autonomous coaching directives.
02 / BLOCK

VETTR Nexus 2.0

Systems Architect

High-Performance Solana Intelligence & Forensic Terminal.

A specialized on-chain forensic terminal engineered for real-time wallet tracking and PnL profiling. Leverages gRPC Geyser streams for sub-second trade capture and smart-money cluster identification.

PYTHON 3.10YELLOWSTONE gRPCSOLANAREDIS
// Latency
Sub-second gRPC Geyser Capture
// Forensics
Deep PnL & Cluster Fingerprinting
// Engine
Asyncio / High-throughput Multiplexing
// Network
Solana Mainnet Real-time Sync
CORE_ARCHITECTURE_SCHEMATICVERIFIED
SIGNAL_TERMINAL ├─ GEYSER_STREAM (High-Throughput gRPC) ├─ FORENSIC_ENGINE (PnL Fingerprinting) ├─ CLUSTER_MAP (Smart Money Correlator) └─ PUSH_DELIVERY (Redis / WebSocket)
ARCH_INDEX // VETTR_NEXUS_2.0VIEWPORT_FOCUS: 00 / 00
DATA
STREAM
System_Integrity_Locked
SWIPE // NAVIGATE
03 / BLOCK

Vettr Signal Logic

Data Engineer / ML

Autonomous ML-driven Solana Signal Discovery.

The core predictive engine for Vettr Intelligence. Deploys custom XGBoost models trained on institutional liquidity flow and historical market performers to identify high-probability trade signals.

PYTHONXGBOOST MLFASTAPIDATA_PIPELINES
// ML Logic
XGBoost Supervised Learning Models
// Precision
55-60% Win Rate (ML Verified)
// Scaling
FastAPI / Docker Swarm Deployment
// Data
Helius Sync / Nansen Smart-Money Feed
CORE_ARCHITECTURE_SCHEMATICVERIFIED
PREDICTIVE_STACK ├─ INGESTION (DexScreener/Helius Aggregator) ├─ SCORING (XGBoost Prediction Engine) ├─ FILTER (Smart Money Quality Triage) └─ ROUTING (Signal Priority Multiplexer)
ARCH_INDEX // VETTR_SIGNAL_LOGICVIEWPORT_FOCUS: 01 / 02
Vettr Signal Logic - Image 1
SWIPE // NAVIGATE
04 / BLOCK

Socratis AI

Product Architect

Next-Gen AI Tutor with 3D Action-Bridge & Live Voice.

An immersive educational platform combining React 19, Three.js, and Gemini Multimodal Live. Features an 'Active Instructor' bridge allowing AI to manipulate the 3D environment in real-time.

REACT 19R3F / THREE.JSGEMINI LIVESUPABASE
// AI Bridge
Action-Bridge (AI ⇄ 3D State)
// Voice
Gemini Multimodal Live (Sub-200ms)
// Physics
Rapier / Interactive R3F Workspaces
// Backend
Supabase RLS / PostgreSQL
CORE_ARCHITECTURE_SCHEMATICVERIFIED
ACTIVE_INSTRUCTOR ├─ ACTION_BRIDGE (AI ⇄ 3D State Logic) ├─ LIVE_VOICE (Gemini Multimodal Live) ├─ PHYSICS_MATRIX (Rapier / R3F Engine) └─ USER_PROGRESS (Supabase RLS Data Layer)
ARCH_INDEX // SOCRATIS_AIVIEWPORT_FOCUS: 01 / 01
Socratis AI - Image 1
SWIPE // NAVIGATE
SYSTEM_MATRIX // PROPRIETARY

Global Architectural Blueprint

Domain_1

Intelligence & Reasoning

Orchestrating autonomous agents and predictive engines grounded in live system state and financial velocity.

Gemini 2.5 Flash
XGBoost Models
LLM Orchestration
State-Context Grounding
Active_Spec
Domain_2

Blockchain & Real-Time

High-throughput blockchain intelligence capturing on-chain events at sub-second latency.

Solana gRPC (Geyser)
Telemetry Pipelines
Sub-second Ingestion
Helius Synapse
Active_Spec
Domain_3

Distributed Infrastructure

Mission-critical environments engineered for 100% uptime and global scalability.

Multi-region Docker
Cloud Run
Firebase Matrix
GitHub CI/CD Automation
Active_Spec
Domain_4

Data Engineering & Analysis

Deep-dive financial forensics and on-chain analytics identifying MRR velocity and smart money clusters.

PnL Forensic Profiling
Institutional Financial Modeling
Predictive Analytics
Redis/PostgreSQL
Active_Spec
INTELLIGENCE_OPS
Python 3.10 // Gemini 2.5 Flash // XGBoost
DATA_ORCHESTRATION
Yellowstone gRPC // Firebase // Redis
FRONTEND_SYSTEMS
Next.js 16 // React 19 // Tailwind 4
INTEGRITY_VERIFIED // SECURE_HANDOFF
Principal System Architect Index 2024
WHITSON_ARCHITECTURAL_INDEX // V11.3
Proprietary infrastructure engineered for high-performance outcomes. All systems nominal.