Exploring Automation & AI with
System Thinking

From messy data to automated operations. Over 10 years of experience at major corporations. I share my journey in data management and systematic workflow engineering.

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Vinh Automation

10+ Years

Real-world Experience

Shopify
Google Cloud
Github
VS Code
MT4/MT5
n8n
Make.com
Vercel
OpenRouter
Lark Base
Cloudflare
Telegram
Notion
AI Agents
Shopify
Google Cloud
Github
VS Code
MT4/MT5
n8n
Make.com
Vercel
OpenRouter
Lark Base
Cloudflare
Telegram
Notion
AI Agents
Alarming Reality

I've seen businesses break simply because of a lack of systems

From major Retail corporations to High-tech Medical and Real Estate, 20+ years of experience have taught me one truth: Markets fluctuate, but a solid data system is the only lifebuoy that keeps a business afloat.

1

Siloed "Makeshift" Data

Excel, Zalo, paper... scattered everywhere. No one knows exact revenue today.

Example: Warehouse says in stock, Sales sells but can't deliver -> Lost reputation.

2

Manual "Hand-holding" Processes

Good staff leave = Lost process. Training takes months, costs skyrocket.

Example: Sales forgets CRM input, Accounting chases invoices -> Invisible waste.

3

Blind Decision Making

Owner fumbles in data fog. Wrong decisions based on inaccurate reports.

Example: Dead stock ties up billions in capital due to lack of alerts.

// MY APPROACH

I solve your problems with System Thinking

Technology is just a tool, mindset is the root.

Multi-industry Mindset

Combining Retail discipline, Real Estate flexibility, and Tech speed. A comprehensive perspective few possess.

Automation First

I build Bots to automate chores. Let your staff focus on creativity, AI handles the rest.

Data Driven

I've learned from cash flow failures. Every decision must be backed by real-time Dashboards.

Input Standardization

Stop "cleaning" data manually. I set up standard input processes to avoid cumulative errors.

Cost Optimization

No need for expensive software. I share open-source solutions to save budgets

Knowledge Transfer

I don't hide secrets. Goal: Your team becomes autonomous, not dependent on me.

Explore My Projects
// KNOWLEDGE HUB

Latest Updates

Sharing real-world experience about Automation, AI & SMEs.

Why the Business Models of AI Apps Like OpenClaw, Hermes, and MCP Platforms Are Driving a Shift from the App Economy to the Agent Economy?
#Automation#Strategy

Why the Business Models of AI Apps Like OpenClaw, Hermes, and MCP Platforms Are Driving a Shift from the App Economy to the Agent Economy?

Deconstructing the economics behind the rise of OpenClaw, Hermes, and MCP — three foundational pieces reshaping the global software value chain.

6/12/2026
What Are the Boundaries in Modern Production Processes When AI Agents Like Cline Can Read Codebases, Fix Bugs, and Automatically Deploy to Cloud Platforms?
#Automation#Strategy

What Are the Boundaries in Modern Production Processes When AI Agents Like Cline Can Read Codebases, Fix Bugs, and Automatically Deploy to Cloud Platforms?

In-depth analysis of the real limitations of AI Agents in production, where humans must still remain in the loop.

6/12/2026
Will the Battle Between Cursor, Copilot, and Claude Code Truly Reshape the Software Industry’s Productivity Platform by FY2026?
#Automation#Strategy

Will the Battle Between Cursor, Copilot, and Claude Code Truly Reshape the Software Industry’s Productivity Platform by FY2026?

Challenging the narrative: Cursor, Copilot, and Claude Code aren't competing on the same field. They're restructuring four distinct layers of the productivity platform—and that's what engineering leaders should truly care about.

6/12/2026
View all posts →

Real Combat Builds Trust

10+

Years Experience

160+

Staff Managed

3+

Core Industries

∞

Scalability

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