Coding & Automation
Repo review, bug triage, test suggestions, and agent-assisted coding workflows.
Supervised AI workflows
I build supervised AI workflows for coding, data, research, and business operations.
Practical, reliable systems that combine AI speed with human judgment — so your team gets better outputs and fewer reworks.
A simple, human-led workflow
InputYou share goals and context
→AI draftAI creates a first draft quickly
→Human reviewI review, refine, and validate
→Final outputPolished, reliable deliverables
What I help with
Data & Analytics
Clean, validate, summarize, and QA recurring spreadsheets, reports, and exports.
Research & Writing
Source-backed briefs, structured summaries, document review, and content ops.
Business Operations
Workflow intake, weekly reporting, form/sheet/email triage, and internal SOPs.
Clear scope, pricing, and safety rules.
A trustworthy AI workflow project should say what is included, what is not promised, and how sensitive data is handled before build work starts.
Pricing ranges
3–8M VND / $150–400 for audits, 8–20M VND / $500–1.5k for pilots, and larger sprint/retainer ranges when the workflow is more complex.
Privacy first
No passwords, API keys, raw customer data, or sensitive company docs in the quote form. Use anonymized samples first.
Working rules
Human review, logs, fallback paths, scope boundaries, and no guarantee that every workflow should be fully automated.
How it works
1Share your goals
You tell me what you need, your context, and success criteria.
2I build & refine
I create a draft, review it carefully, and refine the workflow.
3You get reliable results
You receive clear deliverables you can trust and use.
FAQ
What kinds of projects do you take on?
Recurring coding, data, research, reporting, document review, content ops, and internal operations tasks with clear inputs and outputs.
How do you ensure quality and confidentiality?
Important workflows get review gates, logs, fallback paths, and anonymized samples first. Do not submit credentials, private customer data, or secrets in the quote form.
What’s the typical turnaround time?
Small async audits can usually be scoped quickly. Pilots and sprints depend on workflow complexity, integrations, data sensitivity, and review requirements.
Let’s build a workflow that works for you.
Tell me what you need, and I’ll design a supervised AI workflow tailored to your goals.