Available for AI & Automation Projects
MinMin avatar for Jazzmin Sicat-Cabizares

I build AI systems that turnrepetitive work intoreliable automation.

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

Jazzmin Sicat-Cabizares

AI Automation Engineer

About

I build systems that work

I design and deploy AI workflows, multi-agent pipelines, and backend integrations that make business operations faster and more dependable.

  • 3+ years in software engineering & automation
  • 1+ year specializing in AI systems and multi-agent pipelines
  • Production-grade builds with Claude API, MCP, and n8n
  • Backend engineering with Python, C#, and SQL
  • API integrations: Google, Microsoft Graph, Anthropic, GoHighLevel

3+

Yrs in Engineering

1+

Yrs in AI Systems

6

AI Projects Built

Cavite, PH

Based In

Skills

Systems I build with

AI & Automation

Claude APIPrompt EngineeringMCPFastMCPn8nGoHighLevel (GHL)GHL WorkflowsGHL APIMulti-Agent SystemsTool UseSSERAG

Programming

PythonC#VB.NETJavaScriptSQLHTML/CSS

APIs & Integrations

Google Sheets APIGoogle Drive APIMicrosoft Graph APIAnthropic APIREST APIsOpenAI APIGorillaDesk CRMTwilio SMSGmail APIGoogle Maps / GeocodingWebhooks

Backend & Data

FlaskSQLiteMS AccessWeb ScrapingRegexCSV Processing

Tools

GitGitHubGoogle WorkspaceMS OfficeWordPressWPFormsElementor

Certificates

Credentials & Certifications

Make.com

Make

2026

View Credential

Zapier

Tara AI Community

2026

View Credential

Projects

What I've built

FeaturedHome Services

Automated Lead Intake & Estimating System

Multi-workflow lead pipeline unifying WordPress intake, CRM sync, estimate automation, and an auditable override trail

Automated Lead Intake & Estimating System workflow preview

Impact

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

Designed and built a single lead pipeline for a US-based home-services company, replacing scattered tools with five coordinated n8n workflows. Leads from three WordPress form paths are normalized, duplicate-checked, and synced to both GorillaDesk and a Google Sheets CRM with a concise summary of what the customer needs. An estimating layer applies configurable service-area and pricing rules, routing anything uncertain to manual review instead of guessing. Staff notifications run over Gmail and Twilio SMS with an acknowledgement reminder loop, and every estimate override is captured in an append-only audit trail that syncs idempotently back to the CRM.

n8nWordPressWPFormsGorillaDesk CRMGoogle Sheets APIGoogle Maps GeocodingTwilio SMSGmail APIElementorjq
Featured2026

STR Lead Research Agent

Website-powered lead research with automated internet search and Google Sheets output

Impact

Eliminated manual lead research process

Built a web interface where users input location and business type, then the system automatically searches the internet for matching businesses, collects data, and saves structured results to Google Sheets. An n8n workflow processes the data for enrichment and follow-up. Fully automated from user input to organized lead database.

n8nGoogle Sheets APIWeb ScrapingPythonWeb Form
Featured2026

AI Email Triage System

Intelligent email classification and routing with Claude API

Impact

Automated email classification and routing

Intelligent email classification and routing system using Claude API with tool use, SSE streaming, and n8n integration for automated workflow execution. Processes incoming emails, classifies intent, and routes to appropriate handlers.

Claude APITool UseSSEn8nPython
Featured2026

Multi-Agent Orchestrator Pipeline

End-to-end multi-agent pipeline from email to structured output

Impact

Fully automated multi-agent pipeline

End-to-end multi-agent pipeline: email intake → Claude orchestration → sub-agents → tool use → structured output to Sheets/DB. Features SSE streaming and FastMCP for standardized tool access.

Claude APITool UseSSEFastMCPPythonSQLiteGoogle Sheets API
2026

MCP Server + SQLite Integration

Standardized AI tool access with MCP protocol and REST API

Impact

Standardized tool access for AI clients

Built a Model Context Protocol server for standardized AI tool access with SQLite backend, Flask REST API, and CSV data import. Enables any MCP-compatible AI client to query and manage structured data.

MCPFastMCPSQLiteFlaskREST APIPythonCSV Processing
Featured2026

AI Lead Qualification & Follow-Up Automation

End-to-end lead management with AI scoring, automated follow-ups, and real-time notifications

Impact

Fully automated lead management pipeline

Built an end-to-end lead management workflow using n8n, Groq AI, Google Sheets, Gmail, and Telegram. The system automatically qualifies incoming leads, scores buying intent, recommends services, sends personalized follow-ups, and notifies the business owner in real time.

n8nGroqGoogle Sheets APIGmailTelegram

Beyond the Build

A little about me

AI Engineering Sprint

Completed a self-directed 30-day AI Engineering sprint, building production-grade systems with Claude API, MCP, and multi-agent architectures from scratch.

Legacy Meets Modern

Started in enterprise software with C#, VB.NET, and MS Access — now building cutting-edge AI automation systems. Comfortable in both worlds.

Secure Systems

Worked on secure banking document processing systems, handling sensitive data with care and precision.

Quick Facts

  • Built production-grade multi-agent systems with Claude API
  • Processed banking documents securely with C# automation
  • Completed a self-directed 30-day AI Engineering sprint
  • Comfortable in both legacy systems (VB.NET, Access) and modern AI workflows
  • Automated a lead research pipeline that runs completely hands-free

Contact

Let's build something

Have a repetitive process slowing down your business? Let's explore how it can become a reliable system.

Open to remote work and project inquiries. I typically reply within 1-2 business days.

Email

jazzmincabizares@gmail.com

WhatsApp

Message me

Book a Discovery Call

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