AI Automation Engineer · Cavite, Philippines

I build AI systems that turn repetitive work into reliable automation.

AI agents, workflow automation, and backend systems for growing businesses.

See selected work
Hey, I'm MinMinBuild with Jazz
Jazzmin Sicat-Cabizares, AI Automation Engineer

AI Systems & Automation

Agents · workflows · integrations

Selected work

Systems built around the real bottleneck.

Recent builds across content operations, lead workflows, and AI-assisted business systems.

AI Content Operations System workflow preview
01Content Operations

AI Content Operations System

One controlled pipeline for planning, AI-assisted copy and visuals, human approval, and verified social scheduling.

Delivered

Released a stable 1.0.0 content operations platform with a local operator workspace and complete CLI

PythonSQLiteCodex CLIDiscord APIGoHighLevel APIOpenAI Images API
Automated Lead Intake & Estimating System workflow preview
02Home Services

Automated Lead Intake & Estimating System

One lead pipeline for intake, CRM sync, estimating, staff follow-up, and an auditable override trail.

Delivered

Delivered five workflows covering intake, estimating, notification, and override auditing

n8nWordPressWPFormsGorillaDesk CRMGoogle Sheets APIGoogle Maps Geocoding
STR Lead Research Agent workflow preview
032026

STR Lead Research Agent

A simple web form that turns a market and location into an organized lead list.

Delivered

Eliminated manual lead research process

PythonClaude APIFlaskSQLiteSSEGoogle Sheets API

Capabilities

From messy process to dependable flow.

I work across the full system: understanding the operation, connecting the tools, and making exceptions visible.

Automation systems

I connect intake, CRM, follow-up, reporting, and approvals into one dependable workflow.

  • Lead operations
  • CRM workflows
  • Notifications
  • Human approval

AI workflows

I build focused AI agents for research, content operations, triage, qualification, and structured decision support.

  • AI agents
  • Content operations
  • Human approval
  • Tool use

Backend & integrations

I make APIs, webhooks, databases, and business tools exchange clean, traceable data.

  • Python services
  • REST APIs
  • SQL
  • Webhooks

Working toolkit

Tools change. Strong system thinking stays.

Anthropic APIAnthropic API
n8n
Python
Google SheetsGoogle Sheets
GitHub
GitGit
WordPressWordPress
HighLevel

A practical stack for AI workflows, business systems, APIs, and maintainable backends.

AI & Automation

Claude APICodex CLIPrompt EngineeringHuman-in-the-Loop AIn8nGoHighLevel (GHL)

Programming

PythonC#VB.NETJavaScriptSQLHTML/CSS

APIs & Integrations

Google Sheets APIGoogle Drive APIMicrosoft Graph APIAnthropic APIREST APIsOpenAI Images API

Backend & Data

FlaskSQLiteState MachinesImmutable VersioningMS AccessWeb Scraping

Tools

GitGitHubpytestGoogle WorkspaceMS OfficeWordPress

About

Engineering roots. Automation focus.

I'm a software engineer turned AI automation engineer, with 3+ years across engineering and automation and the last year focused on AI systems. I design and deploy production-grade workflows, multi-agent pipelines, and integrations using Python, Claude API, Codex, MCP, and n8n. My work spans content operations, secure banking document processing, lead operations, email triage, and AI orchestration.

  • 3+ years in software engineering & automation
  • 1+ year specializing in AI systems and multi-agent pipelines
  • Production-grade builds with Python, Codex, Claude API, MCP, and n8n
  • Backend engineering with Python, C#, and SQL
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Have a workflow that should run better?

Share the process, the bottleneck, and the tools you use today. I'll help you find the clearest next step.

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