Jazzmin Sicat-Cabizares
AI Automation Engineer | Backend Developer | AI Systems Builder
I build AI agents, automation systems, and backend solutions that turn ideas into working products.
About
I build systems that work
AI Automation Engineer with 2+ years of experience building intelligent automation systems, multi-agent pipelines, and backend solutions using Claude API, Python, and MCP. I design and deploy production-grade AI workflows that reduce manual effort and scale operations. From banking document processing to AI email triage to multi-agent orchestrators — I ship systems that work.
From banking document processing with C# to multi-agent AI pipelines with Claude API — I've worked across the full spectrum of enterprise software and cutting-edge AI. I completed a self-directed 30-day AI Engineering sprint where I built production-grade systems with MCP, FastMCP, and multi-agent architectures.
I'm not just a developer who uses AI — I build the systems that make AI work: orchestrators, tool-use pipelines, automated workflows, and intelligent integrations.
2+
Years Experience
5
AI Projects Built
Cavite, Philippines
Based In
Skills
My tech stack
AI & Automation
Programming
APIs & Integrations
Backend & Data
Tools
Experience
Where I've worked
Junior Software Engineer
Xytron · 2023–2025
Built internal automation tools for database integration (SQL, Access, SQLite), print automation, and system workflows. Developed C# applications for secure banking document processing. Reduced manual processing time by 60% through workflow automation and custom tooling.
Kitchen Team Leader
Seven-Eleven Corp. · 2021–2023
Led kitchen operations and team coordination in a fast-paced environment. Developed leadership, time management, and problem-solving skills while managing a team and ensuring quality standards.
IT Admin Intern
Greenergy Inc. · 2020–2021
Provided IT support and system administration. Built foundational technical skills in networking, troubleshooting, and system maintenance.
Certificates
Credentials & Certifications
Projects
What I've built
STR Lead Research Agent
Automated lead research pipeline with Google Sheets integration
Automated lead research pipeline: Google Sheets triggers n8n workflow, scrapes web data, calls Claude for analysis, and writes enriched results back. Runs hands-free with intelligent error handling and retry logic.
AI Email Triage System
Intelligent email classification and routing with Claude API
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
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
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
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 Code
Fun facts
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.
Automation Obsessed
If I do something more than twice, I automate it. From print workflows to email triage to lead research — everything gets a pipeline.
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
Open to remote work and project inquiries
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