THE SIGNAL: Enterprise AI Leadership
I am a Sigma-shaped (Σ) Design Leader specializing in transitioning legacy enterprise systems into proactive Predictive Decision Engines.
In the 2026 landscape of Agentic AI, I focus on solving the "Review Paradox"—designing glanceable Audit Interfaces that allow humans to verify complex AI reasoning chains in seconds. I ensure 100% accountability in high-stakes environments without the burden of review fatigue.
ARCHITECTURAL MILESTONES & EXPERIENCE
Augusta Hitech | Sr. UX Engineer & AI Systems Lead
Feb 2025 – Present
Multi-Agent Orchestration: Transitioned legacy systems to proactive human-agent ecosystems for Fortune 500s (IBM, HP, Nestle).
EU AI Act Governance (Art. 14): Enforced <80% HITL confidence thresholds to secure high-risk autonomous transactions.
GenUI Constraint Architecture: Prevented "Design Drift" using token-based safety rails and Figma AI.
Apple GBI | Design Lead
Apr 2018 – Dec 2024
$1.2M+ ARR Preserved via Predictive Decision Engines & XAI.
↳ Systems: Retail Sales, P&L Unified, FinRef, Channel Insight.
1,200+ Hours Saved/Yr via RAG "Knowledge Runtimes" & Agentic Reasoning.
↳ Systems: Master Product Scheduling (MPS).
32% Latency Reduction via autonomous Agentic Workflows.
↳ Systems: Order Shortage Exception Reporting.
100% Data Sovereignty via Privacy-by-Design Trust Architecture.
↳ Systems: Governance Portal, FDMG Portal.
Automated Sentiment Synthesis via global AI tagging.
↳ Systems: VOC Portal.
22% Error Reduction via visual confidence indicators for high-stakes scheduling.
↳ Systems: Apple Arcade Asset Tracker, Root Cause Analytics.
ENTERPRISE AI CASE STUDIES
Strategic Operations & Business Literacy
Product Ownership
Requirement Traceability, User Story Mapping (200+ scale), Agile Leadership.
Systems Analysis
Logic Map Architecture, Gap/Risk Analysis, ARR Preservation, COGS Reduction.
AI Operational Strategy
Agent Debt Management, Outcome-Based Design, Edge AI Optimization.
The 2026 Technical Stack
The 2026 Technical Stack
Antigravity, Open Code (Anthropic), Cursor, Claude Code, Lovable.
LangGraph, Model Context Protocol (MCP), CrewAI, Multi-Agent Handoffs.
Figma AI, Google Stitch, Bento Grids, Liquid Glass.
ISO/IEC 42001, WCAG 3.0 Graded Scoring, APCA Algorithms, Adversarial Usability Simulation.
Foundational Legacy (2008–2018)
Sr. UX Engineer
Enterprise Data Visualization • IBM, HP, Nestle • -55% report generation time.
Product Owner / TPO
Data-Heavy Interface Architecture • Global enterprise stakeholders.
UX Architect
Platform Scale • 60M+ monthly views • +40% mobile engagement.
Creative Visualizer
Global Brand Systems • Marlboro, HSBC, Telenor.
PHILOSOPHY, ETHICS & GOVERNANCE
Green UX & Sustainable AI
Treating performance as a sustainability metric.
↳ Execution: Optimizing agentic inference loops to enforce W3C WSG compliance and drastically lower cloud compute costs (COGS).
The "Human-in-the-Loop" Mandate
Ensuring AI is never the final arbiter in high-stakes enterprise decisions.
↳ Execution: Designing Explainable AI (XAI) patterns with "visible reasoning" and visual badges to separate AI intent from human-verified action.