Edmon A. Capsa

AI Automation & Technical Content Specialist

I build and document practical automation systems using n8n, Make, Zapier, APIs, webhooks, structured data, CRM tools and AI platforms — and turn technical processes into clear documentation and content.

Portrait of Edmon A. Capsa, AI automation and technical content specialist

Automation

Automation systems & workflow builds

Independent and portfolio projects. Each card describes the workflow goal, what the workflow does, the reliability controls built into it, and the tools used. Click any diagram to view the full workflow.

Independent Project

Lead Intake, Qualification & CRM Routing

Goal
Inbound leads arrive from several places and need to be captured, qualified and routed without anyone re-typing them.
What it does
Receives the lead through a webhook, creates the CRM contact and deal, drafts a personalized opening email, then re-checks engagement after a set delay and branches between sales handoff and continued nurturing.
Reliability & controls
Required-field validation before CRM writes, duplicate contact checks, branch conditions on engagement, and lead score plus deal stage updates written back so the pipeline stays traceable.

n8n · Webhooks · HubSpot · AI drafting

Independent Project

AI Invoice Processing & Approval Workflow

Goal
Invoices arriving by email need to be read, checked and approved by a person before anything is recorded.
What it does
Monitors the inbox for invoices, extracts PDF data with AI, maps it to required fields, and routes an approval request to Slack for a human decision.
Reliability & controls
Field-level validation, duplicate invoice detection, an explicit human approval gate, logging of approved and rejected records, and archiving of the original file for audit.

n8n · Gmail · Document AI · Slack

Portfolio Project

AI Customer Support Ticket Triage

Goal
Incoming support requests need consistent categorization and a defined path for anything the automation should not answer.
What it does
Normalizes each request, classifies it with an AI step against a fixed set of categories, answers low-complexity cases and assigns the rest to the right team channel.
Reliability & controls
Strict category schema, confidence-based fallback to human assignment, acknowledgment emails, and a recurring SLA check that flags and escalates breached tickets.

n8n · OpenAI · Slack · Email

Portfolio Project

AI Email Classification & Routing

Goal
A shared inbox mixes support, sales and internal mail, so messages need sorting before anyone reads them.
What it does
Classifies each new message into a defined category, extracts tasks, prepares calendar drafts for meeting requests and stages reply drafts.
Reliability & controls
Structured JSON output schema for the classifier, drafts rather than auto-sends for replies, and a scheduled summary of volume and topics for visibility.

n8n · Gmail · AI classifier · Calendar

Portfolio Project

Knowledge Base & Internal Chatbot

Goal
Internal answers live across several document stores and are hard to retrieve consistently.
What it does
Syncs documents from SharePoint, Drive, Notion and Confluence into a vector store, then answers questions in chat with a retrieval-augmented AI agent.
Reliability & controls
Chunking and re-embedding on document change, retrieval grounded on indexed sources, and a recurring report of unanswered questions to drive documentation updates.

n8n · Pinecone · Embeddings · Slack

Portfolio Project

Contract Review & Compliance Routing

Goal
Contracts need a consistent first-pass read and an escalation path based on risk.
What it does
Accepts an uploaded contract via webhook, extracts the text, runs a structured review prompt and routes it to Procurement, Legal or a Director by risk level.
Reliability & controls
Risk-tier branching, human approval before completion, stored review metadata, and a scheduled check that surfaces expiring agreements.

n8n · Webhooks · Document AI · Email

Portfolio Project

Employee Onboarding & Offboarding

Goal
Account setup and teardown involve many systems and are easy to do inconsistently.
What it does
Triggers on an employee status change, provisions accounts and groups, raises equipment requests, schedules orientation and sends the welcome message.
Reliability & controls
HR data validation before provisioning, parallel offboarding path that disables accounts and revokes permissions, and asset recovery plus data archiving steps.

n8n · Google Workspace · Microsoft 365 · Slack

Portfolio Project

Inventory Monitoring & Low-Stock Alerts

Goal
Reorder decisions need a scheduled check instead of someone remembering to look.
What it does
Runs daily against current stock and historical sales, sizes a suggested purchase request with an AI forecast and sends it for approval.
Reliability & controls
Threshold rules before any alert fires, approval routing by request value, stored request records, and a scheduled purchasing summary.

n8n · Google Sheets · AI forecast · Email

Portfolio Project

Meeting Notes Transcription & Action Items

Goal
Meeting outcomes need to reach task and CRM systems without manual note rewriting.
What it does
Picks up the recording when a meeting ends, transcribes it, summarizes it and creates action items in the task tool while updating the CRM record.
Reliability & controls
Transcript stored alongside the summary for verification, task creation only from extracted action items, and a follow-up notification so owners can correct anything wrong.

n8n · Speech-to-text · Asana · HubSpot

Portfolio Project

Project Creation from Closed Deals

Goal
Closed-won deals need a repeatable handoff into delivery.
What it does
Fires on a closed-won deal, selects a project template by deal type, generates the task list and folder, assigns owners and schedules kickoff.
Reliability & controls
Required-field validation before creation, template selection rules per deal type, and CRM stage write-back so sales and delivery stay in sync.

n8n · CRM · Project templates · Calendar

Technical Writing

Documentation & technical content

I document the systems I build: workflow logic, field mappings, decision rules, validation, troubleshooting paths and handoffs, written so a non-author can run and maintain the process.

Independent Portfolio Sample

SOP: Lead Intake, Qualification & CRM Routing

Process documentation for the lead intake workflow — capture sources, field mappings, qualification rules and the handoff point between automated nurturing and a human owner.

  • Trigger and intake field mapping
  • Qualification and routing decision rules
  • Duplicate handling and exception paths
  • Roles, ownership and handoff steps
Independent Portfolio Sample

SOP: AI Invoice Processing, Approval & Audit Controls

Documentation for the invoice workflow covering extraction, validation, the human approval gate, exception handling and what gets logged for audit.

  • Extraction fields and validation criteria
  • Approval gate and reviewer responsibilities
  • Exception and rejection handling
  • Logging, archiving and audit trail
Spec Sample

Workflow Troubleshooting & Handoff Notes

Reference documentation for maintaining live automations: how to trace a failed run, common API failure modes, retry and escalation rules, and what to record after a fix.

  • Failure tracing and log reading
  • API error and retry handling
  • Escalation and rollback steps
  • Change log conventions
Published Writing

Technical & Educational Nonfiction

Research-based, plain-language nonfiction on practical AI use, written for non-technical readers and published under the pen name E. A. Alvis.

  • Audience adaptation for non-technical readers
  • Research and fact-checking
  • Long-form nonfiction structure
  • Editorial review before publication

Published Writing

Nonfiction written as E. A. Alvis

Under the pen name E. A. Alvis, I write practical nonfiction designed to make AI easier to understand and use deliberately — prompting, verification, privacy, human judgment, learning with AI, and better decisions when working with generative AI.

Published under the pen name E. A. Alvis — the author identity of Edmon Capsa.

Published works under E. A. Alvis

Cover images pending

Title

The Family Verification Protocol

Author: E. A. Alvis

View on Amazon

Title

Who Runs the House When You Can't?

Author: E. A. Alvis

View on Amazon

Title

Let's Fix Your Prompts

Author: E. A. Alvis

The Practical AI Habits Series

Title

That AI Answer Looks Kinda Sus

Author: E. A. Alvis

The Practical AI Habits Series

Title

Maybe AI Doesn't Need That Much

Author: E. A. Alvis

The Practical AI Habits Series

Title

AI, I Would Never Say That

Author: E. A. Alvis

The Practical AI Habits Series

Title

AI, You Don't Have to Agree With Me

Author: E. A. Alvis

The Practical AI Habits Series

Title

Wait, Did I Actually Learn That?

Author: E. A. Alvis

The Practical AI Habits Series

Title

Cybersecurity for a Business of One

Author: E. A. Alvis

Services

What I take on

Automation first, documentation alongside it.

AI & Workflow Automation

Designing automation systems that move work between tools with AI steps where they add value.

n8n / Make / Zapier Workflow Builds

Building, testing and maintaining workflows end to end on the platform that fits the stack.

API, Webhook & CRM Integrations

Connecting apps through REST APIs, webhooks and structured JSON, including CRM record creation and routing.

Funnel & Landing Page Automation

Wiring lead capture, form handling, follow-up sequences and pipeline updates into one automated path.

Technical Writing & SOP Documentation

Turning workflow logic, field mappings and decision rules into documentation a team can actually follow.

Automation Troubleshooting & Documentation

Reviewing existing workflows, tracing failure points, and documenting fixes, handoffs and monitoring steps.

About

Experience, education & tools

Background across independent automation work, bookkeeping and education.

Experience

AI Automation & Technical Content Specialist

Freelance / Independent Projects

  • Builds AI agents and workflow automations on n8n, Make.com and Zapier, connected through REST APIs, webhooks and structured JSON.
  • Designs workflows with validation, duplicate checks, human review gates and logging so runs stay traceable.
  • Documents workflow logic, field mappings, decision rules and troubleshooting paths as SOPs and technical content.

Assistant Bookkeeper

SGL Business Outsourcing Services OPC

  • Maintained financial records using QuickBooks Online.
  • Processed and categorized sales, expenses and accounts payable transactions.
  • Assisted with account reconciliation and transaction analysis.
  • Kept bookkeeping documentation and financial records organized.

Teaching Intern

Punta Integrated School

  • Handled classroom sessions and academic documentation for multiple student groups during the internship.
  • Coordinated schedules, records and reporting requirements.
  • Prepared presentations, reports and learning materials under deadline.

Education

2022 — 2026

Bachelor of Secondary Education, Major in Science

City College of Calamba

Certifications

Job Ready: Employability Skills (75 hours)

Wadhwani Foundation · 2026

Languages

English — Fluent · Filipino — Native

Automation

  • n8n
  • Make.com
  • Zapier

Integrations

  • REST APIs
  • Webhooks
  • JSON

AI

  • ChatGPT
  • Claude
  • Gemini
  • OpenAI / Codex
  • Claude Code

Data / CRM

  • Google Sheets
  • Excel
  • HubSpot
  • GoHighLevel
  • QuickBooks Online

Writing

  • SOP documentation
  • Process documentation
  • Technical writing
  • Research & fact-checking

References

Edmon was a great help to our company as an Assistant Bookkeeper. He diligently recorded expenses, sales, and imports, and carefully analyzed invoices and receipts to produce accurate reports. His work ethic and attention to detail truly stood out — dependable, thorough, and always willing to go the extra mile.

MJ

Mary Joy A. Capsa

Lead Accountant, SGL Business Outsourcing OPC

Edmon was a very great student teacher during his internship as a pre-service high school science teacher. He is incredibly teachable, open to criticism, and always acknowledges his shortcomings. He consistently strives to deliver the best work he can — a rare and admirable trait in a young educator.

MA

Mark Anthony M. Balisi

Cooperating Teacher, Punta Integrated School

Contact

Get in touch

Email is the fastest way to reach me. I'm happy to walk through a workflow or a documentation need.