Freelance automation · Amy Li

I turn busyworkinto magic.

I build automations and small AI tools for teams and solo operators. They connect the apps you already use so the repetitive work runs itself, and I hand them over documented so you own them.

Portrait in a red wide-brimmed hat and round glasses
Hat included

Workflows

Google Workspace and Apps Script automations

Integrations

Connect email, Jira, Dropbox, your CMS

AI helpers

LLM tools grounded in your own docs

Mini apps

Planners, trackers and internal tools

Past spells

Things I’ve built

At my day job I built an 8-script Apps Script and REST API system connecting email, Jira and localization, which cut manual operations work by about 60%. The projects below are personal builds I can show in full.

Seating tool generating a round of mixed-level meetup groups
Community · Event tool

Meetup seating arranger

Mixes a Japanese language meetup into balanced tables each round, so organizers stop shuffling name cards by hand.

Mini appBuilt with AI
House hunting tour planner on a phone
Personal · Planner

House hunting tour planner

Plans a day of house tours on a phone, with every stop and note in one place.

Mini appMobile
Open the planner →
Kansai route map from a trip guide, switching between days
Travel · Interactive map

Japan + Taiwan trip guide

A day-by-day travel guide with each route drawn on an interactive map.

Mini appMaps
How it works

Less wand-waving, more working spells

Most chores that eat your week follow a pattern: copy from here, paste over there, rename, notify someone. That pattern is what I automate. I keep each build small, so it works on day one and you can see the time it saves.

1

Tell me the chore

A short call where you walk me through the task and the tools it touches.

2

Scope the spell

I map the workflow and send back a clear scope of what I’ll build.

3

Build and hand over

You get the working tool, written docs and a walkthrough, so it keeps running without me.

Got a chore that needs a spell?

Tell me what eats your week and which tools you use. I take on a few automation projects at a time.