Re:VA – AI Chatbot Infrastructure
Re:Build Manufacturing
Built the infrastructure for an AI-powered chatbot from scratch: Terraform for multi-environment deployment, observability for product and engineering, and CI/CD for automated deployments. Improved embedding speed by 20X and reduced team size from 6 to 2 developers.
Tech: Terraform, AWS ECS, AWS Bedrock, LiteLLM, Open WebUI, CloudWatch, CI/CD, Python
Composite Resources – Manufacturing Scheduler
Re:Build Manufacturing
A finite capacity scheduling application built through daily customer collaboration. Simple design (spreadsheet in, spreadsheet out) delivered in 1 month—outperforming a vendor solution that took months and cost $30k/year.
Tech: .NET, Spreadsheet I/O, Finite Scheduling Algorithms
Journeyman Backend – Virtual Shop API & Tool Modeling SDK
Re:Build Manufacturing
Backend services for a manufacturing intelligence platform that models CNC machining operations and predicts programming and machining time.
Tech: .NET 8, AWS Lambda, Step Functions, GraphQL (Hot Chocolate), DynamoDB, XUnit, FluentValidation, AutoMapper, NuGet SDKs
Financial Reporting API & Consolidation Service
Re:Build Manufacturing
A unified API layer for aggregating financial data from disparate ERP systems across Re:Build subsidiaries. Enabled consistent reporting, dashboards, and executive visibility.
Tech: .NET, AWS Lambda, Service Workers, REST APIs, QuickBooks API, Deltek, JobBOSS
Revision – Version Control for CNC Machining Parameters
Re:Build Manufacturing
An on-premise Next.js app for managing and versioning machine configurations on the manufacturing floor. It captures real-time operator changes and supports engineering approval workflows.
Tech: Next.js, NextAuth, OPC UA, TailwindCSS, TypeScript, Node.js, Polling, Custom Diffing Engine