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
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

n8nGoogle Sheets APIWeb ScrapingPythonWeb Form

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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