AI Engineer · Builder · Ships to Production

I build AI systems and ship them to production.

RAG assistants, data pipelines, full-stack apps. I build the AI systems that teams actually use every day.

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Selected Work

Projects I've shipped

AI Adoption

Driving AI Adoption at FieldPulse

Dragged a company's AI capability forward — from zero to daily production usage across three teams.

AI StrategyProductionFieldPulse
Juju n8n workflow

Juju — RAG Slack Assistant

Custom RAG assistant in production. 69.2% accuracy, ~30 msgs/day, ~30 min saved per user. Evolving from custom RAG to MCP.

RAGMCPSupabase PGVectorCohere
Costbook ETL Pipeline

Costbook ETL Pipeline

Bronze/Silver/Gold data architecture turning messy HVAC supplier catalogs into clean, import-ready costbooks. Deployed on EKS.

ETLEKSDoclingBronze/Silver/Gold
Onboarding App Flow

Customer Onboarding App

PRD through delivery: 15-module React/TypeScript wizard with Supabase backend and Salesforce integration. Owned the full product cycle.

ReactTypeScriptSupabaseSalesforce

More Work

Prompt Library

Internal system for managing and versioning prompts across teams.

Prompt EngineeringInternal Tools

Sales Cert Grading App

LLM-powered grading pipeline for sales certification assessments.

LLM EvalAutomation

Gong Curriculum Automation

Multi-agent pipeline: Gong transcripts to tailored onboarding curriculum.

Multi-Agentn8nGong

GoodMem Plugin

Claude Code plugin for semantic memory and document retrieval.

MCPClaude CodeEmbeddings
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What I Do

What I bring to the table

01

Ship AI Systems to Production

Juju runs in production with 69.2% accuracy and ~30 daily messages. I own the full loop: build, deploy, instrument, iterate.

JujuProduction RAGLLM Eval
02

Build Data Pipelines for Messy Inputs

Bronze/Silver/Gold architecture turning chaotic HVAC supplier catalogs into clean, structured data on EKS.

ETLEKSDocling
03

Own Full Product Cycles

PRD to shipped product. 15-module React/TS wizard with Supabase + Salesforce. No handoffs.

ReactTypeScriptSupabase
04

Move Fast with AI-Native Tooling

Claude Code, MCP plugins, agent teams — each project ships in days, not months.

Claude CodeMCPAgent Teams

69.2%

Juju Accuracy

~30

Messages / Day

~30 min

Saved / User / Day

3

Teams Using Juju Daily

Let's build something together

Building an AI system? Need someone who ships, not pitches? Let's talk.

Get in Touch View My Work