Content, research, and back-office automation
AI Workflow Tools
Tools that take raw inputs, run the right model or service, and return structured output your team can review, edit, and use.
AI automation + full-stack delivery
Custom automations, internal tools, and product builds for teams stuck in spreadsheets, manual handoffs, or slow content workflows.
01 // What I Build
I scope around the job your team repeats, then build the smallest useful tool, integration, or product surface that removes the bottleneck.
Content, research, and back-office automation
Tools that take raw inputs, run the right model or service, and return structured output your team can review, edit, and use.
Web, mobile, API, and integration builds
Full-stack builds with the API shape, CMS integration, and handoff needed to stay useful after launch.
Creator, event, and growth operations
Dashboards and task flows that replace spreadsheet chasing with assignment, review, analytics, and incentive tracking.
Before -> After
Fewer handoffs
Clear ownership
Faster review
Reusable data
Three examples of repeated work turned into usable tools, with the outcome tied to the project that produced it.
03 // How Engagement Works
Useful builds come from tight scope, fast proof, and a clean handoff. The process is designed to keep that visible.
01
Identify the workflow, edge cases, owners, tools, and success metric before design starts.
02
Define the data model, automation points, UI surfaces, integrations, and review controls.
03
Ship a usable version with real inputs, clear exception handling, and feedback from operators.
04
Document the workflow, train the owner, tighten reliability, and plan the next useful increment.
Automation Sprint
A focused build for a known manual workflow.
Product Build
A web, mobile, or API system from scope through launch.
Technical Ops Partner
Ongoing support across content, campaign, or internal operations.
Node: Jakarta Selatan
Cycle: 09/2020 - Present
Node: Jakarta Selatan
Cycle: 12/2024 - 09/2025
Node: Jakarta Selatan
Cycle: 10/2023 - 11/2024
Node: Jakarta
Cycle: 09/2022 - 08/2023
Node: Jakarta
Cycle: 02/2019 - 08/2022
Node: Kawasan BSD
Cycle: 07/2017 - 09/2017
Bring a process that keeps wasting time. I will help scope the smallest credible build to improve it.
05 / Contact
Send the workflow, product, or campaign process you want to improve. The first reply will focus on scope, constraints, and the fastest credible path to a useful build.