Driving AI Adoption at FieldPulse
The meta-narrative: how I dragged a company's entire AI capability forward, from zero to production usage across three teams.
AI StrategyProductionFieldPulse
Juju — RAG Slack Assistant (1.0 to 2.0)
Custom RAG to MCP-based evolution. 69.2% accuracy, ~30 msgs/day, ~30 min saved per user. The assistant FieldPulse teams actually use.
RAGMCPSupabase PGVectorCohere
Costbook ETL Pipeline
Bronze/Silver/Gold architecture for HVAC supplier catalogs. PDF/spreadsheet/HTML inputs, EKS deployment, AHRI validation.
ETLEKSDoclingData Pipeline
Customer Onboarding App
PRD to production: 15-module React/TypeScript wizard with Supabase backend and Salesforce integration.
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