AI Automation and Data Specialist
I help teams turn repetitive work into reliable automation and data systems
I help teams reduce manual work, improve data accuracy, and make day-to-day processes easier to run. I start with the business problem, then design practical automation, dashboards, and lightweight tools around the workflow.
Based on real automation, dashboard, and workflow projects.
About
I build systems around the work people already do.
I approach automation from the operations side first: where work repeats, where data gets messy, where approvals slow down, and where teams lose time switching between tools.
My goal is to turn those patterns into practical systems that make work easier to run, easier to review, and easier to scale without adding unnecessary complexity.
- Identify repetitive work that can be standardized, automated, or made easier to review.
- Design workflows around business rules and operational needs, not just tool features.
- Build with enough structure to scale while keeping the system usable for real teams.
- Keep learning and improving the workflow after the first working version ships.
Portfolio
Selected systems and workflow projects
These case studies show how I identify repetitive operational problems, build practical systems around them, and improve the speed, accuracy, or clarity of the work.
Custom web builds for real business workflows, combining clean frontend work with practical booking flows, admin tooling, and backend-supported operations logic.
Capabilities
Core capability areas
AI & Automation
I design repeatable workflows that cut manual review, speed up routine decisions, and keep operations moving without extra overhead.
Development
I build simple internal tools when teams need a clear interface for bookings, approvals, or day-to-day operational tasks.
Data Systems
I turn scattered records into dashboards and reporting structures that are easier to trust, scan, and act on.
Career History
Experience
Built and deployed a rental booking platform for a local chair-and-table rental business. Added date-based availability, customer document uploads, booking requests, and an internal admin dashboard for reservation and inventory management. Also added new booking notification and booking decision emails automation using Make.
Designed and deployed a Google Apps Script automation that reduced an 8 to 10 hour manual verification process to under 60 minutes while processing and validating over 600,000 YouTube video links.
Built multi-stage validation, duplicate detection, and automated cleanup workflows that maintained approximately 99% data accuracy for AI training datasets and expanded coverage by 20%.
Collected and entered structured data from multilingual automotive dealership websites while maintaining accuracy across high-volume datasets.
Reviewed and verified scraped information before submission to ensure consistency and data quality while following internal quality standards and data handling procedures.
Produced promotional video content using CapCut; increased customer inquiries by 30% and reduced production time by 25%.
Documented 50+ product issues across QA cycles, improving build stability by 25%. Coordinated structured testing with 5,000+ international participants to collect gameplay balance feedback.
Managed administrative workflows, scheduling, and document management for the Community Relations Office with 100% task accuracy. Supported event logistics and office operations, improving workflow efficiency by 20%.
Education
Academic Background
Graduated with honors, building a strong foundation in research, systems thinking, and understanding how people and organizations operate. This background supports the way I approach workflow design, operations, and practical business tooling.
Skills
Skills by capability
OpenAI Codex
ChatGPT
Claude
Gemini
Apps Script
n8n
Make
Supabase
Netlify
Cursor
Google Sheets
Excel
PostgreSQL
Workspace
Get In Touch
Let's work
together.
Open to remote data, operations, automation, and web support roles, plus freelance dashboard and workflow projects. Use the quick message form for general questions, or the project inquiry form below when you already know the workflow, report, or system you need help with.
Quick contact
Message on WhatsApp