AI Automation Engineer & Systems Builder
I build AI-powered systems that eliminate manual work.
I build AI-powered workflows using n8n, OpenAI, Anthropic, Claude Code, GoHighLevel, and custom backend systems to automate business operations, process thousands of records, and eliminate repetitive manual work.
Expertise
What I build.
n8n Automation
End-to-end workflow automation connecting APIs, data, and AI at scale.
- —REST & GraphQL API integrations
- —Webhook triggers and event-driven flows
- —Data transformation and normalization
- —AI-powered nodes (OpenAI, Anthropic Claude)
- —Error handling, retries, and dead-letter queues
- —Google Sheets, databases, and cloud storage
GoHighLevel Automation
CRM and marketing automation built for agencies and client operations.
- —CRM workflow design and pipeline management
- —Lead routing, tagging, and segmentation
- —Automated SMS and email sequences
- —Appointment scheduling and no-show recovery
- —Webhook and API integrations
- —Follow-up and re-engagement campaigns
AI Agents & Claude Code
AI agent systems and developer automation using Claude Code.
- —Multi-step AI agent pipeline design
- —Structured prompt architectures
- —Repo standardization via CLAUDE.md
- —Automated code review and refactoring
- —Backend system automation
- —API integration layer design
Projects
Real problems. Real results.
Transaction Fee Automation
Finance team manually tracking and reconciling transaction fees across multiple payment gateways each week — 6+ hours of spreadsheet work with no consistency.
n8n pulls transaction data via payment API → calculates fees by gateway and type → auto-populates reconciliation sheet → sends weekly summary report to the finance team.
6 hours of weekly manual reconciliation eliminated. Finance receives a complete, accurate report every Monday with zero manual input.
Billing & Reconciliation System
40,000+ monthly transactions flowing through multiple billing platforms — no unified view, billing mismatches going undetected and impacting revenue.
API-to-API automation syncs billing data across platforms in real-time → auto-detects discrepancies between systems → flags mismatches for review before they affect revenue reporting.
Reconciliation accuracy reached 99.8%. Revenue leakage from undetected billing mismatches reduced to near zero.
AI Content Generation System
Marketing team producing content manually — each article taking 4+ hours from brief to publishable draft, bottlenecking output.
n8n orchestrates the full pipeline: brief intake form → GPT-4 drafts structure → Claude refines tone and clarity → Notion page created → reviewer notified via Slack.
Content production time cut from 4 hours to 25 minutes per piece. Output capacity tripled without adding headcount.
AI SEO Tag Generator
E-commerce store with 3,000+ products had unstructured, inconsistent SEO metadata — all tags set manually, one product at a time.
Scheduled n8n workflow fetches the full product catalog → Claude generates SEO-optimized titles, meta descriptions, and tags for each product → updates store via API in batch.
All 3,000 products fully tagged in under 2 hours. Structured metadata applied at scale with no manual effort.
AI Report Generation System
Weekly operational reports compiled manually from 5 separate data sources — 3+ hours per report, inconsistent formatting, and frequent delays.
n8n pulls data from all sources on schedule → AI model structures and narrates the report → formatted PDF auto-generated and distributed to stakeholders every Monday at 8am.
Stakeholders receive structured, consistent reports weekly with zero manual preparation. 3+ hours of report work eliminated permanently.
Tools
Tech stack.
AI & Automation
Backend & Infrastructure
Integration Layer
Process
How I work.
01
Understand
Map the manual process end-to-end before touching a single node.
02
Map
Design the logic flow, edge cases, and failure points on paper first.
03
Build
Construct the automation in stages — one clean module at a time.
04
Test
Run real data through every path, including failures and edge cases.
05
Refine
Monitor live behavior and tighten the system based on actual results.
Experience
Built for production. Proven in the field.
AI Automation Engineer
- —Designed and deployed AI-powered workflows automating business operations end-to-end
- —Built backend systems handling 40,000+ transactions/month with queue management and error handling
- —Created automation dashboards giving teams real-time visibility into workflow performance
- —Integrated AI models (OpenAI, Claude) into production pipelines for content, reports, and data processing
AI Agents & Automation Specialist
- —Engineered multi-step AI agent systems with structured prompt architectures
- —Built scalable automation across CRM, billing, content, and business operations
- —Designed API integration layers connecting disparate business systems
- —Delivered agentic pipelines that run autonomously with self-correcting error logic
Contact
Ready to automate the work slowing your team down?
I help businesses turn repetitive manual processes into reliable AI-powered systems.
Considering running your operations using AI agents?