AI Automation Engineer & Technical Trainer

I build systems that eliminate manual work

20+ years in IT, 9+ years in Google Workspace and automation. I architect self-hosted n8n ecosystems, LLM-powered AI agents, and automation pipelines that save teams 15-20 hours per week.

System Status
Status Available
Location Cebu, Philippines
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Scroll
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Years in IT
0-20
Hrs/week saved
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Automations built
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AI systems shipped
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Workflows indexed
Core Capabilities

What I build

Workflow Automation

n8n (self-hosted + cloud), Google Cloud Workflows, Apps Script, Asana API integrations. End-to-end pipelines that run without human intervention.

AI / LLM Integration

Gemini API, Claude API, RAG pipelines with ChromaDB, AI agent development in Node.js and Python, MCP server architecture.

Full-Stack Development

Python, Node.js/TypeScript, Next.js, React, FastAPI, REST APIs. Web scraping with Puppeteer/Playwright. Production-grade applications.

Google Cloud & Workspace

Admin Console, tenant-to-tenant migrations, Document AI, BigQuery, Cloud Storage, Apps Script automations for enterprise clients.

Infrastructure

Docker, Traefik, PostgreSQL, Linux VPS hardening, Cloudflare, Postfix/Dovecot mail servers, PM2, CI/CD pipelines.

Training & L&D

Instructor-led delivery, curriculum design (ADDIE/Bloom's), onboarding programs, Google AI tool training for Gemini, NotebookLM, and Workspace Studio.

Career Timeline

Where I've delivered

Technical Trainer & Google Workspace Migration PM
Aug 2016 - Present · 9+ years · Remote
  • Lead Google Workspace migration projects, coordinating tenant-to-tenant migrations, user provisioning, and data transfer for enterprise clients
  • Built a command center dashboard (React + FastAPI) aggregating Asana, Gmail, Calendar, Chat, and Drive with AI-powered priority ranking via Gemini
  • Automated training rollout in Asana: reduced deployment from 30 min to a 2-min one-click process with per-attendee subtask generation
  • Built an AI training content generator that transforms requirements into production-ready Google Slides, guides, cheat sheets, and assessments, cutting design time from 8 hours to 20 minutes
  • Developed a RAG knowledge base using ChromaDB + Gemini embeddings across 5 internal doc categories for semantic search
  • Architected a documentation scraping pipeline using Puppeteer to extract 10,000+ pages from Asana and Google Support into structured formats
  • Generate weekly traffic light reports aggregating 6 sources, reducing executive report compilation from 2 hours to 15 minutes
Systems Engineer / Administrator
Aug 2016 - Jan 2022 · Remote, US-based company
  • Managed IT infrastructure including hardware, software, and network assets for US clients
  • Proactively diagnosed and resolved system issues, preventing downtime and mitigating zero-day vulnerabilities
IT Helpdesk Trainer / LMS Administrator
May 2006 - Feb 2016 · 10 years
  • Delivered hundreds of hours of instructor-led training on Microsoft Windows, Office, and technical support workflows
  • Drove LMS compliance from baseline to 90% program goal through collaboration with team managers and operations
  • Developed curriculum materials and facilitation strategies; managed student transitions from training to production
General Manager / IT Consultant
1999 - 2004
  • Managed business operations and provided IT consultancy to corporate and government clients, designing solutions and coordinating LAN/PABX installations
Projects

What I've shipped

AI Agent Platform

Command Center Dashboard

Unified executive dashboard that aggregates Asana tasks, Gmail, Google Calendar, Chat, and Drive activity into a single view. Gemini-powered AI ranks and prioritizes action items across all 6 data sources in real time.

ReactFastAPIGemini APIAsana APIGoogle Workspace APIs
SaaS Platform

Job Agent

Multi-user web app for job sourcing and AI proposal generation. Bookmarklet scrapes job platforms, Gemini analyzes matches against user expertise via RAG, and drafts customized proposals. Deployed on a hardened Ubuntu VPS.

Next.js 16React 19PostgreSQLGemini APIDockerTraefik
L&D Automation

AI Training Content Generator

Transforms instructional design requirements into production-ready training assets: Google Slides decks, facilitator guides, cheat sheets, and assessment forms. Cut training design time from 8 hours to 20 minutes.

Node.jsGoogle Slides APIGoogle Docs APIGemini APIApps Script
Workflow Automation

Training Rollout System

One-click training deployment in Asana that auto-generates per-attendee subtasks, maps custom fields, and configures due dates. Reduced manual task creation from 30 minutes to under 2 minutes per rollout.

Asana APINode.jsSSEReact
AI Assistant

AI Chat Bot (Google Chat)

Agentic executive assistant deployed as a Google Chat app. Gemini-powered function calling across 18 tools (email, calendar, tasks, docs, drive) with multi-turn conversation, Firestore persistence, and OIDC-verified webhook security.

Gemini 3.1 FlashFastAPICloud RunFirestoreGoogle Chat APIOIDC
AI Video

AI Video Creator

Web application generating photorealistic video scenes from user photos using AI models (Kling AI, Google Veo). Scenes are spliced via FFmpeg into production-quality story videos with drag-and-drop scene ordering.

Next.js 16Kling AIGoogle VeoFFmpegTrigger.devCloudflare R2
Knowledge System

RAG Knowledge Base

Semantic search engine across 5 internal documentation categories. Gemini embeddings with asymmetric retrieval and LLM-powered reranking. Enables the team to query company knowledge in natural language.

ChromaDBGemini EmbeddingsPythonFastAPI
Automation

n8n Workflow Orchestrator

AI-powered n8n automation designer that converts plain English into valid n8n workflow JSON. Companion searchable library of 4,300+ production workflows across 365 integrations.

Node.jsGemini APIn8n REST APIFastAPISQLite FTS5
Data Pipeline

Documentation Scraping Pipeline

Automated extraction of 10,000+ pages of unstructured documentation from Asana and Google Support using Puppeteer. Converts raw HTML into structured formats for NotebookLM and AI training ingestion.

PuppeteerNode.jsNotebookLMBatch Processing
Infrastructure

Self-Hosted Mail Server

Production-grade self-hosted email server on Ubuntu 24.04, supporting secure communication for a custom domain with full SPF, DKIM, and DMARC compliance.

DockerPostfixDovecotSpamAssassinOpenDKIMTraefikRoundcube
Credentials

Certifications

Google Certified Administrator
Google Certified Deployment Specialist
Professional Certificate in Cloud Architecture with Google Cloud
VMware Technical Sales Professional, Data Center Virtualization
CCNA (Cisco Certified Networking Associate)
Cisco Networking Academy Program, Foundation University
Let's Connect

Ready to talk?

Available for full-time remote roles, contract work, and consulting engagements. Flexible for US and Australian business hours.

Send me a message