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
Programming
APIs & Integrations
Backend & Data
Tools
Certificates
Credentials & Certifications
Projects
What I've built
Automated Lead Intake & Estimating System
Centralized lead intake, duplicate prevention, CRM sync, and estimate preparation for a home-services workflow
Impact
Reduced manual lead intake and estimate-preparation work
Built a centralized lead-intake and estimating system for a US-based home-services company. The solution captures inquiries, prevents duplicate records, synchronizes lead data across the CRM and Google Sheets, processes project photos, applies configurable service-area and pricing rules, and prepares estimates for human approval.
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.
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.
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.
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.
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.
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.
jazzmincabizares@gmail.com
Message me
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