Portfolio
My portfolio highlights my work across AI-native workflows, enterprise architecture, product strategy, and operational systems that support real business execution.
Featured Impact
Open and Inner Source Compliance Automation
AI-accelerated governance at enterprise scale
Context: Manual compliance tracking had created enough friction that 436 of 439 repositories were failing basic security and licensing requirements, leaving a large open and inner source governance backlog effectively stalled.
Action: I designed an AI-assisted governance system that audits more than 440 repositories weekly, enforces a safe and reversible 30-day remediation lifecycle, and pairs automated audits with AI-guided self-service remediation prompts so maintainers can resolve issues without centralized bottlenecks.
Outcome: Within the first four days, compliant repositories increased from 3 to 33 and all public repositories were made compliant in less than three weeks, proving that experienced architectural judgment plus AI can act as a force multiplier for enterprise governance.
Featured Impact
AI Workflow Proving Ground
Proving emerging AI patterns with engineering rigor
Context: AI initiatives often fail because teams first encounter model limitations, cost realities, and operational failure modes inside customer-facing products instead of in a controlled proving ground.
Action: I built a production-grade AI pipeline that turns public research, PDFs, and web sources into finished multi-speaker podcast episodes with human-in-the-loop approvals, multi-model orchestration, transcript validation, audio verification, observability, and cost controls.
Outcome: The system became a living reference architecture for evaluating AI workflows with engineering rigor, giving teams a safer way to learn multi-agent patterns, latency tradeoffs, quality controls, and operational discipline before those lessons become customer problems.
Featured Impact
Architecture Clinic
A high-caliber forum for design quality, critique, and accelerated learning
Context: In the age of AI, teams need system designs that are coherent enough for peer architects to critique and disciplined enough for AI tools and agents to support effectively.
Action: I created and led a five-day architecture clinic built around real-world systems, combining instruction, teamwork, peer critique, architectural review, and soft-skill practice to teach rigorous systems engineering and design methods.
Outcome: The clinic accelerated architectural judgment, created shared design language, reduced analysis paralysis, and gave participants practical design and review skills that would normally take years of on-the-job experience to develop.
Featured Impact
360 Site Capture
Mentoring the architect behind a shipped system
Context: A 360 construction site capture initiative needed strong architectural leadership to translate a clear system vision into reusable building blocks, viable product capabilities, and a deliverable path to market.
Action: I personally trained and mentored the architect leading the system, focusing on architectural judgment, design review rigor, systems thinking, and the discipline required to move a complex initiative from concept through delivery.
Outcome: The result was not only a market-delivered system, but also stronger architecture leadership capacity inside the organization through direct mentorship and capability transfer.
MRP System with ERP Integration for a National Premium Juice producer
Complete Supply-Chain Forecasting, Planning and Traceability
Context: A national producer needed specialized supply-chain forecasting, planning, and traceability capabilities that off-the-shelf systems could not provide.
Action: I helped build a custom MRP platform with full lifecycle traceability, bill-of-material forecasting, lead-time-aware purchasing guidance, and companion mobile applications for receiving, inventory, finished goods, and order fulfillment.
Outcome: The system enabled just-in-time production planning, reduced the cost of carrying excess raw material inventory, improved fulfillment accuracy, and eliminated paper-based data entry bottlenecks.
Product Quality Tracking System for a major producer of fruit cups
Quality Data Collection Efficiency and Accuracy
Context: Production teams needed more reliable visibility into quality metrics that directly affected product safety, specification compliance, and customer fit.
Action: I designed a customized quality reporting application that tracked dozens of quality measures throughout the production cycle and integrated with Mettler Toledo scales for automated weight verification.
Outcome: The result was more efficient and accurate quality data collection, with better operational input for product safety decisions and conformity management.
Charter Bus Company System Migration
Scheduling Accuracy and Communication Clarity
Context: A charter bus company depended on a legacy logistics system for day-to-day operations, making modernization mission critical rather than optional.
Action: I led the migration from a VB6 system to C# .NET, covering ordering, CRM, billing, receivables, dispatch management, and driver payroll, and created a WPF dispatch dashboard for large-screen operational visibility.
Outcome: The upgraded system improved scheduling visibility, reduced communication errors, removed manual blackboard coordination, and made operational changes faster and clearer for the dispatch team.
Diversified Farming Operation Systems
Diverse Solutions for a Diversified Operation
Context: A $100M diversified farming operation needed planning and labor systems that matched the scale and complexity of its budgeting, resource allocation, and workforce management needs.
Action: I created multiple systems, including a budgeting platform for higher-level resource allocation across labor, water, plantings, equipment, and land costs, plus a shared labor tracking system for payroll calculations and reporting.
Outcome: The solutions increased budgeting efficiency, reduced reliance on disconnected spreadsheets, and provided better coordination between contractors and the business for labor reporting and payroll.
Fresh Produce Inspections SaaS System
Inspection Data Straight to the Hands of Critical Decision Makers
Context: Fresh produce operations needed better inspection data across receiving, packing, cold storage, and shipping to support quality-critical decisions in real time.
Action: I built a cloud-hosted web and mobile inspection platform that let produce companies tailor protocols to their control points and capture quality data in real time.
Outcome: The system improved production scheduling decisions, strengthened product-to-customer fit decisions, and became a best-in-class operational tool in its market.
Agricultural Harvest Scheduling SaaS System
Efficiency, Accuracy and Clarity
Context: Harvest scheduling and logistics were being coordinated through spreadsheets, email, and text messages, creating avoidable communication overhead and planning uncertainty.
Action: I built a cloud-hosted web and mobile collaboration application that centralized harvest scheduling, logistics coordination, and forecast communication across the harvest process.
Outcome: The application improved communication clarity and efficiency while giving teams better field-driven forecast information for production planning.
Agricultural Labor Management SaaS System
Compliance and Fraud Prevention
Context: Agricultural labor operations needed stronger data integrity, compliance controls, and fraud resistance while still supporting flexible compensation models.
Action: I built a cloud-hosted web and mobile labor management system with end-to-end chain of custody for labor and production data, plus a compliance engine capable of handling regulatory constraints and pay-per-piece scenarios.
Outcome: The platform reduced errors, lowered the opportunity for payroll and employment fraud, and strengthened compliance without sacrificing operational flexibility.
Real-time On Demand Staffing SaaS System
Building the Gig-economy Platform
Context: A gig-economy staffing company needed architectural and leadership guidance to shape a cloud-based web and mobile platform in a fast-moving operational environment.
Action: I advised the company on system architecture and mentored senior management on system design, project design, process design, and team leadership alongside industry leaders from IDesign.
Outcome: The engagement strengthened both the platform direction and the leadership capability needed to build and operate a real-time staffing business.