Limited availability — currently open

Give your team
their time back.

I'm an AI engineer building custom automation workflows. Share what slows your team down, and I'll analyse exactly how an AI Agent can handle it — completely free, no commitment.

Every workflow you share helps me understand which problems matter most — and shapes what I build next.

Share Your Workflow How it works
// availability
Accepting a limited number of submissions at a time — so every workflow gets real attention
Process
Simple, focused,
no-pressure.
01

Share your workflow

Fill in the short form below. Describe which manual task takes the most of your team's time and which tools are involved. No technical knowledge needed — plain language is perfect.

02

We have a 30–60 minute conversation

If it looks like a good fit, I'll reach out within a week to schedule a call. You walk me through the workflow — the process, the friction, the tools. I listen, ask questions, then share my honest analysis of where automation can genuinely help. No pitch. No commitment on either side.

03

You receive a clear improvement plan

I'll map out what an AI Agent would do for your specific workflow — what gets automated, which tools connect, and what the time savings look like in practice. If your workflow sparks a useful idea, I'll share it — even if we don't move forward to a full build.

// Workflow example
Before

Ops team spends 6 hrs/week copying supplier data from PDF invoices into an Excel tracker, then manually emailing updates to 3 departments.

→
After AI Agent

Agent reads the PDF, updates the tracker, and sends formatted Slack notifications automatically — triggered the moment an invoice arrives in the inbox.

6 hours reclaimed per week. Built in 4 days. No changes to existing tools.

Sales & CRM Reps manually logging call notes into HubSpot after every client meeting — AI transcribes, summarises, and updates the CRM entry automatically.
Finance & Reporting Finance team copy-pasting figures from 4 spreadsheets into a weekly report — Agent consolidates, formats, and distributes it every Monday morning.
About the builder
A practising engineer,
not a consultant.

I'm a software engineer at a tech company in Singapore, specialising in production-grade AI applications and deeply integrated Model Context Protocol (MCP) systems. I've built autonomous workflows connecting ERPs, CRMs, communication tools, and document systems across enterprise and growth-stage teams in Southeast Asia.

I run this as an independent initiative outside of work — which is why I keep my profile private for now. What I can offer is my full engineering attention on your specific problem. This isn't a sales exercise. I'm genuinely curious about which operational problems are most worth solving, and your real workflows are the best data I can get.

Best suited for growing teams of 5–200 people. I'm not covering enterprise-scale engagements at this stage, so every conversation stays personal and focused.

AI Agent Development MCP Integration Workflow Automation ERP & CRM Connectors Document Intelligence Southeast Asia Markets
How your data is used: With your permission, the workflow details you share are used solely to prepare my analysis. Your information is never sold, shared with third parties, or used for anything beyond our engagement. If a build later requires access to your systems, that is agreed separately — with full NDA support available.
Free Workflow Analysis
Tell me what slows
your team down.

Share your workflow challenge

Takes about 3 minutes. Every submission is read personally.

How I'll reach you — LinkedIn is preferred for easy context on your background.
Describe it as you would to a new hire — the more specific, the more useful my analysis will be.
Knowing the exact tools is what makes automation buildable.

Never submit passwords or sensitive financial credentials.
Workflow descriptions only — read personally, never shared.

FAQ
Your questions,
answered.
I'm in a focused validation phase — building real analysis for real teams to understand which operational problems are most worth solving. You get a genuine, actionable improvement plan at no cost. I get real-world engineering insight that shapes what I build next. No hidden pitch, no upsell.
Anything involving moving data between software tools, generating documents from templates, communicating across platforms (Slack, WhatsApp, Email), or processing unstructured files (PDFs, images, spreadsheets). If someone on your team is copying information from one system into another — an AI Agent can almost certainly handle it faster and more reliably.
Not at all. Every workflow is designed to be runnable by non-technical users — typically triggered by a simple action like an incoming email, a form submission, or a scheduled time. No code, no configuration on your end.
I review every submission personally. If it's a strong fit, I'll reach out within a week to schedule a call. If it's not the right fit for this phase, I may not be able to respond individually — but your submission still contributes to understanding which problems matter most.
This is best suited for growing teams of 5–200 people — typically in operations, finance, sales, or admin roles where manual data work adds up quickly. I'm not covering enterprise-scale engagements at this stage, so every conversation stays personal and focused.
With your permission, the workflow details you share are used solely to prepare my analysis. Your information is never sold or shared with third parties. If a build later requires access to your systems, that is agreed separately — with full NDA support available.