AI Automation Engineer — Python · APIs · Claude Code · AWS
I build the automations your business runs on — in code that keeps running after I hand it over.
Dashboards your team actually reads. Booking reminders that recover no-shows. CRM pipelines that never miss a lead. AI agents grounded in your real data. Built in plain, documented code — no fragile stack of subscriptions to babysit.
What I build
These six cover what most businesses actually need automated — each links to working, open-source proof.
Dashboards & reporting
KPIs, anomaly alerts, and a morning digest in Slack or email — instead of five tabs and a spreadsheet ritual.
Booking & no-show recovery
Confirmations, smart reminders, and automatic win-back of missed appointments — revenue you were losing silently.
CRM & lead operations
Speed-to-lead responses, scoring with reasons, deduped records, and follow-up sequences that stop when the human takes over.
AI agents & LLM integration
Claude and GPT wired into your real systems — triage, summaries, agents with MCP tools — with fallbacks, never as a single point of failure.
API integrations & pipelines
Webhooks, syncs, and data pipelines between the tools you already use — idempotent and crash-safe, so nothing double-fires at 3am.
Documents & billing ops
Quotes, proposals, invoice follow-up ladders, onboarding packets — drafted automatically, reviewed by a human, sent on time.
Built in the open
Every tool below is public: clone it, run it in one command with seeded demo data, read the tests, judge the code yourself.
ecom-ops-radar
Morning radar for stores: revenue anomalies, return-rate spikes, stockouts-in-motion, dead stock. The demo plants four problems — the radar finds exactly those.
realestate-lead-engine
Speed-to-lead instant response, explainable scoring, agent routing, and a 1/3/7/14-day cadence that stops the second the lead replies.
smb-ops-mcp
An MCP server that turns a business database into tools Claude can use — ask "which customers keep no-showing?" and get answers grounded in real data.
Why code, not another subscription
Most "automation specialists" hand you a tangle of no-code subscriptions that breaks the first time an app updates — and that only they can fix. I write plain, documented code that runs on infrastructure you control.
- It keeps running. My production systems have run unattended since April 2026 — through a full server migration.
- You own it. Code, docs, and runbooks are handed over. No hostage-taking, no per-task fees forever.
- It fails safely. Idempotent jobs, retries, alerting. Customer-facing actions are drafted for review, never fired blind.
- It's documented. Every system ships with a README and a runbook a non-developer can follow.
Industries I've built for
Different vocabulary, same underlying problems. I keep working, industry-specific tools ready for each.
SaaSE-commerceReal estate AgenciesLogisticsHome services RecruitingProfessional services