I deconstruct highly complex problems into working systems. The same lifecycle applies whether architecting enterprise AI workflows or optimizing a single deployment pipeline.
Every system I build follows this lifecycle. Click any phase to explore how I apply it—from understanding problems to shipping solutions.
Before building, I deconstruct. Understanding the problem space through systems thinking and foundational mental models.
Business strategy perspective on technical problems—connecting organizational goals to architectural decisions.
AWS, Cisco, Security+—credentials that verify understanding across networking, cloud, and security domains.
Notes on architecture patterns, platform deep-dives, and operational runbooks—knowledge made searchable.
Transform requirements into architectures. Layering tools and patterns to build robust systems.
AWS · GCP · Azure · Kubernetes · Proxmox · Terraform—multi-cloud foundations with infrastructure as code.
LLM orchestration, RAG pipelines, multi-agent systems, MCP servers—designing AI that reasons and acts.
Metadata platforms connecting artifacts across the engineering lifecycle; virtual replicas for predictive analysis.
Systems shipped. Each project demonstrates a phase of the lifecycle working at scale.
Multi-tenant, multi-provider AI coding assistant—integrating SKILLS repositories across languages.
Full-stack metadata platform connecting artifacts—end-to-end traceability across engineering lifecycle.
Virtual replicas feeding real-time data into decision loops—predictive analysis before committing resources.
Continuous compliance pipelines—policy-as-code through CI/CD to real-time audit dashboards.
Systems evolve. Every deployment teaches; every certification represents iteration.
A serial depiction through projects, certifications, and continuous learning.
SKILLS repository—documented patterns for AI systems, reusable across contexts.
Learning through building—EdTech platforms, consulting practice, and board service.
Built a multi-tenant, multi-provider, customizable agentic coding assistant that integrates with enterprise SKILLS and code repositories to help engineers write, review, and optimize code across languages and frameworks.
Design and build production-grade agentic systems for enterprise use cases - orchestrating multi-step LLM workflows, custom tools, and specialized agents that reason, retrieve, and act across live enterprise systems.
Develop the composable building blocks of agentic systems - purpose-built agents with defined roles, reusable skills that extend agent capabilities, and custom tools that give agents verifiable access to APIs, data, and enterprise services.
Designed and built the full-stack platform connecting metadata, artifacts, and cross-system relationships into a continuous data thread - giving decision-makers end-to-end traceability across the full engineering lifecycle.
Built virtual replicas of physical systems that feed real-time operational data back into enterprise decision loops - enabling predictive analysis, scenario modeling, and outcome simulation before committing real-world resources.
Full-stack design and development of continuous automated compliance pipelines integrated into the Vertasyn platform - from policy-as-code through real-time audit dashboards.
Engineered a reusable Terraform module library for multi-cloud deployments - standardizing IaC patterns across teams to eliminate drift and accelerate provisioning velocity.
Developed probabilistic risk analysis tooling using Monte Carlo simulation to support decision-making across complex engineering and cost estimation scenarios.
Built a digital asset management component that ingests raw BIM, Reality Capture, and 3D modeling outputs and converts them into a structured, queryable catalog.
A Raspberry Pi-powered physical assistant that integrates with my digital life - calendar, reminders, news, and more. A fun side project exploring the intersection of physical computing and personal productivity.
A small consulting practice focused on bookkeeping and small business growth services for local businesses and nonprofits. Built on a foundation of personalized service and community impact.
Free EdTech training platform built and maintained for community access. Designed to provide accessible, high-quality educational resources and training materials for educators, students, and lifelong learners in the field of educational technology.
Nonprofit board member and treasurer for SB supporting survivors of childhood sexual abuse. Provide financial oversight, strategic guidance, and operational support to advance the mission of empowering survivors and breaking the cycle of abuse.
Cloud-hosted for nearly a decade. A testament to sustainable, low-maintenance architecture that just keeps running. Automated backups, security updates, and a simple WordPress setup have kept this personal blog alive and accessible for years with minimal intervention.
Full-stack personal application for tracking cigar inventory, tasting notes, and metadata. Private access only. Built as a clean reference implementation. Maintains full CRUD functionality, user authentication, and a simple MongoDB backend for data persistence.
A living knowledge base - architecture patterns, platform deep-dives, and operational runbooks. Select any note to read.
Select a note from the list to begin reading.
Reusable AI skill patterns — select any skill to read, then copy the raw markdown to adapt for your own stack.
Select a skill to view and copy.