n8n Automation & AI Integration Specialist
I turn manual busywork into workflows that run themselves.
n8n automation and AI integration for teams who'd rather build than repeat the same five steps by hand, every single day.
Also available for AI data annotation & model evaluation work.
What I do
I help businesses automate the work they repeat every day, and build the products and websites they need to grow.
Automation & AI
Workflow automation
Connect the tools you already use - CRMs, forms, spreadsheets, WhatsApp, Slack - into pipelines that run in the background, with error handling so nothing quietly fails.
AI integration
Add an OpenAI or Claude step into a workflow so it can read, summarize, sort, or reply on its own - without needing someone to babysit it.
AI data annotation & evaluation
Label, rank, and review AI outputs with the accuracy and consistency that model training actually needs - following detailed guidelines closely.
Web development
MVP development
Turn an idea into a working product you can put in front of real users. Built with Next.js, scoped to the features that prove the idea, and structured so it can grow after launch.
Company profile website
A fast, mobile-friendly website that explains what your business does and makes it easy for customers to reach you - with clean design and SEO basics set up from day one.
Automation case studies
A few of the workflows I've built - each one replaces a manual step with something that just happens.
Lead capture: form → CRM → instant WhatsApp alert
A form submission moves straight into the CRM and pings the sales team on WhatsApp before the lead has time to go cold.
AI-powered data processing pipeline
Incoming data gets cleaned, summarized, and categorized by an AI step before it ever reaches a spreadsheet.
Webhook → Google Sheets, with error handling
Every incoming request is logged, retried on failure, and never silently disappears.
Typeform → Airtable → Slack alert
A multi-step intake form ends with the right person getting notified in Slack within seconds of submission.
Custom AI agent for automated data filtering
An AI agent reviews incoming records and only forwards the ones that actually need a human to look at them.
Other engineering work
Latihan Trading
A high-end backtesting platform for traders, with AI-driven analytics to evaluate trading performance.
PaperPump
A browser extension that adds a paper-trading panel to Pump.fun, so traders can practice with virtual SOL and live prices - no wallet, no risk.
Lombok Transfer
Website for a private airport transfer and tour business in Lombok - routes with fixed pricing, online booking, and content in English, Indonesian, and Chinese.
LightDevs
Website for LightDevs, an automation, AI & web studio - presents its workflow automation, AI integration, MVP, and company website services, with a clear path to start a project.
From frontend engineering to AI automation
A quick look at how I got here, and what I actually work with day to day.
Background
Automation & AI Specialist
Self-employed • 2026 - Present
Building n8n workflows that connect CRMs, forms, and messaging tools, integrating AI (OpenAI, Claude) into those workflows, and doing AI data annotation & evaluation work to help train better models.
Frontend Developer
Bank Negara Indonesia • 2022
Built a debt collector app, a debt approval system, and a collateral auction platform to streamline financial workflows and improve the experience for internal teams.