Projects — No. 01

Systems I've built

A registry of the real thing: the commerce operation I ran, and the systems I built from having run it — AI orchestration, operations software, data pipelines, enablement. A few you can open and actually use.

Featured

Case study

Running an Eight-Figure DTC Brand

Six years running a national DTC brand's ecommerce operation end to end — eight demand channels, full Shopify ownership, retention and CRM, in-house customer service, five agencies, and the annual growth model that set every target.

ShopifyKlaviyoNetSuite + 3PL

Live demo

Coworking Operations Platform

The full software backend for a multi-location coworking business — CRM, centralized inventory, occupancy/billing, and a physical door-access pipeline that lets a web action unlock a real lock.

Next.jsSupabase (RLS)Kisi API

Case study

Multi-Agent Operations Platform

A 20-agent AI fleet organized like a department — tool-grounded answers, an LLM-as-judge quality gate, and a weekly review that retrains the weakest agent, all coordinated by a director meta-agent.

Claude / Agent SDKMCPNode

Full index

AI Systems & Orchestration

Multi-Agent Operations Platform

A 20-agent AI fleet organized like a department — tool-grounded answers, an LLM-as-judge quality gate, and a weekly review that retrains the weakest agent, all coordinated by a director meta-agent.

Claude / Agent SDKMCPNodeSupabasepgvector

Case study

Autonomous Overnight Orchestrator

A Ralph-loop that drives the Claude Code CLI to clear a backlog and open reviewable draft PRs unattended — behind a 7-layer safety model, six brakes, and a post-exit gate that locks any PR whose tests did not really pass.

BashClaude Codegh7-layer guardrails

Case study

Agentic Deep-Research Engine

A 13-node LangGraph state machine with human-in-the-loop gates, checkpoint/resume, and hybrid local/cloud model routing for ~10x cost savings.

LangGraphFastAPIOllama + ClaudeNext.js

Case study

Claim-Level RAG Knowledge Base

The live knowledge base behind the agent fleet — documents shredded into ~8,240 typed, confidence-scored claims, embedded in Postgres/pgvector, and retrieved as ranked facts instead of paragraphs.

Supabase pgvectorVoyage AIClaude extractionHNSW

Case study

Operations Software

Coworking Operations Platform

The full software backend for a multi-location coworking business — CRM, centralized inventory, occupancy/billing, and a physical door-access pipeline that lets a web action unlock a real lock.

Next.jsSupabase (RLS)Kisi APIpg-boss

Live demo

Data & Optimization

Closed-Loop Ad Optimization

Every change logs a hypothesis and is auto-graded against real outcomes at 3/7/14-day checkpoints, flagging what isn’t working with a recommended fix.

PythonBigQueryClaude graderPostgres

Live demo

Email Intelligence Pipeline

A serverless collector inside Gmail turns 226 brand mailing lists into structured competitive intelligence — hourly extraction, SQL promotion lifecycles, a self-grading daily digest, and prompts that re-tune themselves.

Apps ScriptClaude extractionPostgres3-pass digest

Case study

Ecommerce Data Warehouse

A code-first warehouse with multi-touch attribution built from scratch in SQL — Markov removal-effect and Shapley models with Monte Carlo sampling.

BigQuerydbt (54 models)GCP WorkflowsFastAPI

Case study

AI Enablement

Client-Operated AI Skill Libraries

Governed, repeatable LLM playbooks that non-technical teams run themselves — human gate, self-grading, draft-only output, anti-hallucination guardrails.

Claude skillsShopifyKlaviyoGoogle Sheets

Case study

Commerce Operations

Running an Eight-Figure DTC Brand

ShopifyKlaviyoNetSuite + 3PL5 agenciesgrowth model

Case study

DTC Growth Dashboard

A revenue, cohort, and growth-model view for a scaling apparel brand — the operating picture behind ~10x revenue growth.

Next.jsBigQuery + dbtcohort/LTV + attribution

Live demo

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