Hands-on, AI-enabled Software Architect and industry author delivering and stabilizing revenue-critical systems ($5M–$80M/month) in complex, fast-moving environments. I step into high-risk situations, translate ambiguous SaaS, ERP, and product requirements into working systems, and drive measurable outcomes under tight timelines (2× KPI improvements, 70%+ defect reduction) across Fortune 500, PE-backed, and Seed-Series A-C startup organizations.
I deliver outcomes with a GTM mindset, focusing on risk reduction, clean system design, and measurable performance. Consistent with my book The Restruct Handbook — An AI-First Operating Methodology for Modern Software Organizations , I ramp quickly into new environments, shipping production-ready solutions without slowing timelines, with an emphasis on long-term velocity and stability while maintaining a trusted reputation with teams and customers.
Core Skills
Expertise across SaaS, B2B enterprise transformation, and digital B2C marketing experiences in Oil/Gas, Energy, Logistics, Industrial, Media, and Advertising.
Solution Architecture, Digital Transformation & Legacy Modernization
Scalable SaaS, ERP, FSM, FinOps, CMS & CRM Systems
20 Years of Full-Stack Application Engineering (UI → API → Data)
Cloud & DevSecOps (AWS/Azure, CI/CD, Containerization)
Distributed Systems (Event-Driven, Microservices, Micro-Frontends)
AI-Enabled Delivery & SDLC Optimization
Technical Leadership & Stakeholder Alignment / Communication
GTM Strategy, Product Development & Customer Experience
Core Values: Quality, Efficiency, Respect & Mentorship
Stack: Node, TypeScript, Python, Go, AWS, Postgres, Docker, Kafka, Linux, REST, GraphQL, Rust
AI: LLM/RAG Applications, Multi-Agent Orchestration, Claude Code, Codex/ChatGPT
Community Contributions: Creator of Restruct Methodology & Author of The Restruct Handbook
Frameworks: Vue, Nuxt, React, Django, Angular, Ember
Systems: SAP, Adobe Experience Manager, Salesforce Commerce Cloud, HubSpot
Project Mgmt./DevOps: Git, JIRA, Agile, SAFe, GitHub, GitLab, Notion, Slack
Other: Azure, Adobe Creative Cloud, MarTech, AI-Powered Business Workflows
Career Highlights
Vestive | Principal Software Architect | 2016-present |
Led long-term architecture and delivery engagements for systems, applications, and teams supporting $5M–$80M+ in monthly revenue, applying a forward-looking, scalable approach. Designed and implemented cloud-native platforms and ERP modernizations, achieving a 99.9% delivery rate across 10+ enterprise and startup engagements. Improved average client delivery KPIs by approximately 2×, rescued three high-risk startups from missing critical MVP targets, and mentored distributed teams of 5–20 engineers.
Halliburton | Principal Software Architect | 2018-2025 |
Served as architectural authority for the modernization of a legacy SAP ECC-based ERP SaaS platform to SAP S/4HANA, supporting 3,000+ enterprise DAU and improving release velocity and operational resilience. Directed the 18-month design and delivery of a greenfield billing and accounting SaaS application, reduced QA/UAT defect churn by over 70% to lower operational risk and support overhead, and modernized DevOps, CI/CD, cloud infrastructure, and project management practices to better align engineering, finance, field operations, and stakeholders around revenue-critical workflows.
The Daily Beast | Director of Front-End Engineering | 2015-2016 |
Managed a team of four engineers while serving as Chief of Staff to the CTO, leading the transformation of Adobe Experience Manager–backed CMS and AdOps systems and driving cross-functional reorganization across Engineering, Product, QA, Design, and AdOps. Defined a roadmap to decouple the Apache Felix front-end into scalable Node.js deployments, contributing to an approximately 15% reduction in bounce rate and increased user engagement. Improved feature velocity and engineering effectiveness while reducing page load times and enhancing ad delivery performance and overall engagement metrics.
Personal Interests
Martial arts practitioner, musician/audiophile, motorcycling enthusiast, and dog lover.

