AI automation & product engineer · Remote worldwide
The problem, my role, implementation choices, and outcomes from client systems, automation, Android, and public products. Client details stay private where needed.
Primary commercial proof across CRM, automation, Android + AI UX, platform delivery, and supporting product work. Cover art summarizes projects; client screens remain private.
Client Systems
Client delivery
Lead Full-Stack Engineer6-week delivery sprint
Cut the weekly pipeline review cycle from ~2 days of spreadsheet reconciliation to ~15 minutes — single source of truth across sales, ops, and management.
Automation Systems
Client delivery
Automation Engineer2-week delivery sprint
Eliminated an estimated 60–80 hours/month of manual data entry across multi-branch operations. Booking + reporting now flow automatically into a single source of truth.
Automation Systems
Client delivery
AI Automation EngineerCompleted May 2026
Converted manual content research into a repeatable AI-assisted script pipeline with Docs output and Sheets approval tracking.
Automation Systems
Client delivery
Google Workspace Automation EngineerCompleted Jun 2026
Turned deadline monitoring into a structured reminder workflow with H-7/H-3/H-1/Overdue buckets and WhatsApp-ready follow-up.
Android + AI
Client delivery
Android AI UX Engineer3-week delivery sprint
Stabilized AI chat-to-search state sync in production — eliminated mismatch issues that broke the discovery flow for end users.
Platform Delivery
Client delivery
Monorepo Platform Engineer4-week delivery sprint
Reduced release friction and dependency drift across the platform.
Supporting Delivery
Client delivery
Frontend Engineer2-week delivery sprint
Improved feed scanability through low-risk UI fixes that fit the existing product language.
Secondary proof through public Android, offline AI, and edge ML builds that stay relevant to product delivery.
Personal Product
Public build
Solo Founder & EngineerOngoing — early access live
Live at spectre.asia. Built end-to-end as a solo project.
Public Android + AI
Public build
Android Product Engineer6-week build and release
Published an Android workflow that performs OCR locally without cloud upload requirements.
Public Android + AI
Public build
ML Prototype Engineer5-week prototype
Demonstrated an on-device classification workflow for field capture scenarios.
Public Android + AI
Public build
Mobile Computer Vision Engineer4-week prototype
Validated a practical on-device scan flow for classification without cloud dependency.
Tell me the current workflow and the outcome you need. We can choose a useful first milestone together.