Harry Gillen
AI Automation & Workflow Engineer
New York Cityharry@harrygillen.com231-620-0910GithubLinkedIn
Summary
AI automation and API engineer with 7 years of production integration experience. I embed with teams, map broken or undocumented systems, and ship working software into production. I build and own LLM-integrated workflows end to end, from prompt design and tool configuration to debugging live failures across the full stack. Strong communicator across technical and non-technical stakeholders, with a background in journalism and English teaching.
Experience
Lead Software Test Strategist — TestLauncher
Independent consultancy building automation systems and QA infrastructure for engineering teams across fintech, SaaS, and digital signage.
AI Workflow Integrations (across engagements)
- Built a Claude-powered n8n workflow that ingests raw QA notes from Notion and outputs structured, developer-ready JIRA tickets. Reduced ticket writing time and improved consistency across distributed teams.
- Built a cross-platform monitor pulling open items from JIRA, Notion, and Slack into a unified daily digest, surfacing blockers before standup.
- Configured a scheduled Slack digest pulling from Notion, keeping distributed teams aligned without additional meetings.
PenChecks — Retirement Distribution Platform (Sept 2025 – Present)
- Inherited a broken API environment with stale documentation and no usable test coverage. Diagnosed live failures, assessed the full system, prioritized by risk and call frequency, and rebuilt infrastructure from scratch using Python and pytest.
- Mapped and validated complete order-to-payment flows across dozens of endpoint types (e.g. federal tax calculation), exposing gaps between API responses and actual database state.
- Built a MySQL validation layer that caught persistent mismatches invisible to API-level testing alone.
- Logged 1,000+ issues across business logic failures, 500 errors, and data integrity gaps. Authored reusable fixtures for auth, DB connections, and test data management adopted across the engagement.
ComQi -- Digital Signage Platform (Jan 2025 - Sep 2025)
- Onboarded into a large-client platform mid-cycle with minimal handoff documentation and delivered consistent output across sprints ahead of a major v1-to-v2 migration.
- Identified regression automation gap, designed initial Playwright scripts, and pitched adoption to the engineering team.
Additional Engagements
- Built Cypress e2e automation covering dynamic candidate-recruiter matching flows; adopted by the lead engineer and integrated into CI/CD via GitHub Actions.
- Configured CI/CD pipelines using GitHub Actions and GCP Cloud Build across multiple projects.
- Led working sessions with non-technical QA staff on browser dev tools, network monitoring, and structured bug reporting -- translating technical concepts into operational practice.
Founder/Educator — Harry’s English Academy
- Founded and ran an online academy serving adult and child learners in South Korea. Delivered live lessons over Zoom. - Explained complex material in plain language to non-native English speakers. - Wrote lesson plans and student-facing guides in plain language for audiences with limited English, onboarded each new student, and harnessed AI tools to develop homework and take-home study tailored to the student’s level.
Lead QA Engineer — Geotix
- Built the company's first full test suite (250+ cases) for a partner-driven event ticketing platform; validated REST endpoints and transaction reliability.
QA Engineer — Asure Software
- Tested cloud-based HR and payroll applications; wrote reproducible, developer-ready bug reports and triaged high-priority issues before release.
Projects
AI Automation Platform — Production agentic infrastructure
- Designed and operate a self-hosted production environment running 12+ active workflows: Docker-managed, SSH-accessible, secured behind a Cloudflare Tunnel. 90+ days continuous uptime, running for over a year.
- Built a multi-stage lead qualification pipeline that ingests a zip code and industry vertical, scrapes matching businesses via Apify and Google Places API, filters by review signals, scores each lead through an AI agent, and generates targeted outreach copy. Full pipeline runs end to end without manual intervention.
- Built and deployed LLM-integrated workflows for document processing, daily digest aggregation, and remote infrastructure control via Telegram webhook.
- Built RAG pipelines for document ingestion and retrieval, including chunking strategies, embedding services, and vector database integration.
Editorial Automation Pipeline — Paya Magazine
- Embedded with a print magazine editorial team, mapped their manual copyedit process, and automated the mechanical pass: punctuation, spelling, consistency. Cut a multi-hour process to under an hour per issue. Editorial judgment stays human.
Skills
AI & Automation
LLM integration (Anthropic API, OpenAI API) · agentic workflows · agent orchestration · n8n · prompt engineering
Test Automation
pytest · Playwright · Cypress · Selenium · requests · REST API validation · MySQL database validation
Coding Languages
Python · Javascript / Typescript · SQL
Frontend
React · Typescript · Tailwind CSS
CI/CD & Cloud
GitHub Actions · Google Cloud Build · Cloud Run · Docker · Artifact Registry · GCP
Backend & Data
APIs · MySQL · multi-step workflow modeling
Education
Michigan State University — BA, Journalism
Interests
Brazilian Jiu-Jitsu · Photography · Travel · Writing & Editing