AI Automation Developer
John Francis M. Venancio
Practical workflow automation, web applications, dashboards, reporting systems, and browser automation.
Professional summary
I build AI automation systems that reduce repetitive business work while keeping important decisions under human control. My customer-facing sales technician background helps me design systems that are clear, useful, and grounded in real daily workflows.
Selected work
LeadPilot
Full-stack lead intake, structured qualification, proposal drafting, owner approval, email delivery, and audit history.
Support Triage Assistant
Ticket classification, priority and risk detection, routing, and a human-reviewed response draft.
ApplyPilot AI
Job application assistant with resume matching, gap analysis, tracking, Gemini, Supabase, and Vercel.
Product Research Agents
Local multi-agent workflow for scraping, QA, analysis, Excel reporting, and final human review.
Technical skills
- AI
- Gemini API, AI assistants, prompt design, human approval workflows
- Automation
- Webhooks, REST APIs, CSV/JSON pipelines, browser workflows
- Web
- Next.js, React, TypeScript, FastAPI, API routes, authentication
- Data
- Supabase, Postgres, SQLite, analytics dashboards, Excel automation
- Delivery
- Vercel, GitHub Actions, testing, documentation, demo videos
Work background
Promoter Sales Technician
Apr 2024 - Mar 2026Gigabyte Philippines
Sales Technician
Apr 2017 - Dec 2023Octagon Computer Superstore
Sales Staff
Jan 2015 - Feb 2016FireFly Mobile