Hire / introduce - Penang, Malaysia - Jian Hong Oo

Hire us for
your work.

This is the scoped-work page, not the product landing. The Suite chat stays at netie.ai. Here: catalogue and website copy, records operations and data capture, software documentation, landing pages, CI/PR help, and in-house systems. I look at your public pages first, then send a written plan. Written scope before payment. A better landing page starts at a low quote: RM 500 unlocks the first draft. Full landing after you see it is RM 1,000 to RM 5,000. If we already quoted you a price in email, that price stands.

The dock below switches live public interfaces. ASA is the live landing-page demo for copy and layout. Public Suite panels are linked here. Jumpwin customer records are not.

One engineerJian scopes and ships the work.
Practical stackPython, FastAPI, React, SQL.
HandoffYou receive the agreed files and notes.

Public proof

Copy, records, and a page you can host.

ASA is a live landing with real sections and a form. Constructor is a process canvas. CI-Doctor reads a failed GitHub Action. These are public interfaces, not customer case studies.

I do not sell an Excel find-the-cell project on this page. Records work is capture, clean-up, and a usable handoff from an agreed list.

Services

Useful systems, clear boundaries.

Start with copy, a records list, a runbook, a page, or a repo. I write the scope before work starts. A landing-page first draft is RM 500. Copy, records operations, documentation, full websites, and engineering help are quoted RM 1,000 to RM 5,000 after I see the job. An internal operations system stays RM 20,000 after written scope. Larger agent and LLM work is quoted after that same written scope. No new Stripe product is invented on this page.

Quoted after looking at the tool

Software documentation and runbooks

How to use, install, or hand off one tool: README, operator notes, or a short internal guide from the live screens and repo.

RM 1,000 to RM 5,000

CI-Doctor is public CLI documentation of that kind. Secrets and customer files stay out.

Prototype before build

Process map and decision prototype

Turn one repeated process into an editable graph, a written spec, failure cases, and an exported JSON handoff.

Try the public Constructor canvas with sample records. No live integration, production deployment, or migration at this stage.

Scoped build

Internal operations system

Replace one defined spreadsheet or manual workflow with an agreed data model, API, admin area, and team screens.

RM 20,000 after written scope

Open the synthetic operations-board prototype. It has no API, customer data, integration, or production deployment. Migration, AI features, hosting, and support are separate unless included in the scope. A DMS-class document system can be the same kind of scoped build; the private repo is not public from this token, so this board plus the invoice workbench are the honest public stand-ins.

Quoted after written scope

In-house LLM (AirGPT-class)

A private chat and control surface on customer-controlled machines so company text does not have to leave for a public cloud API. Pairing, settings, and a thin client over your own inference.

Quoted after written scope

This is the same class of system Jian already ran as AirGPT at Jumpwin (self-hosted inference). We can build that class for other companies. Jumpwin customer records and internal screenshots are not on this page. AirGPT GitHub is private or 404 from this token. Data that must stay on your infrastructure is a brief field, not a slogan.

Quoted after written scope

Document system (DMS-class)

A Space over the spreadsheets and files an SME already runs: governed answers, row IDs, parked exceptions, and a refuse path when the source is not in the corpus.

Quoted after written scope

Public proof: invoice ETL and citation workbench on synthetic rows, plus the ops board. The private DMS repo is not public from this token. This is a scoped build for other companies, not a SaaS login and not a dump of anyone else's files.

Quoted after written scope

Enterprise agent suite

In-house Netriprise-style solutions: Vanguard (signals and ops watch), Closer (sales execution), and Cortex (reasoning over your sources). Built for the buyer's infra, not a generic cloud seat.

Quoted after written scope

Public proof is the Suite panels and project pages: Vanguard, Closer, Cortex, plus netie.ai/projects/ and IntroVid.mp4. Those are published UIs and a public video. They are not customer case studies, production deployments, or a live Salesforce replacement. Quote after written scope. No new Stripe product on this page.

Quoted after looking at your site

Business website or landing page

A page visitors can actually use: who you are, what you sell, where you are, and how to reach you. Written from your published facts and any files you send.

RM 500 first draft, then RM 1,000 to RM 5,000

RM 500 unlocks the first draft from your published text. After you look at it, the full landing is RM 1,000 to RM 5,000. About RM 1,000 for one services page. About RM 2,500 for a fuller landing. About RM 5,000 if we also add one extra page or a small FAQ/chat from agreed copy. No Stripe button on this page; checkout is sent after you ask for the draft. ASA is the live landing-page demo. The homepage holds the Suite chat UI. Those screens are our public interfaces, not a client case study. Domain, hosting, photography, and logo work stay extra.

Quoted after looking at the repo

CI, pull requests, and bugs

Read a failing GitHub Action, a pull request, or a scoped bug. Tell you what broke in plain words, then patch it if you want that in the same job.

RM 1,000 to RM 5,000

CI-Doctor is the public CLI Jian uses to pull failed workflow logs and write a triage report. It is a tool, not a hosted 24/7 support desk. Secrets, production deploys, and weakening tests to go green are out of scope.

Public work

Real screens. Plain captions.

Switch the dock to open Constructor, AIM, ASA, the Suite agents, the invoice workbench, the ops board, Suite chat, and CI-Doctor. These are public interfaces Jian has published. They are not customer case studies, production backends, or evidence of revenue. Jumpwin customer files stay off this page.

A screenshot should prove a screen, not a promise. Tabs without a still on file use a live link instead of a drawn mockup. Arrow keys move the selected tab.
Constructor public browser canvas with a connected process graph

Constructor

Public browser process canvas. Drag nodes, rewire the path, and export JSON. Sample records only.

This sketch makes no production backend call. Not a workflow engine, migration, or customer case study.

netie-ai.github.io/constructor/ Map one process

How it works

Scope first. Build second.

Send a non-sensitive brief

Share the current process, users, sample input, desired output, and constraints. Do not send credentials or confidential records through this form.

Confirm the written scope

You receive deliverables, exclusions, price, assumptions, and revision terms. Quoted work starts after the scope is approved.

Review and receive the work

Review an agreed example or workflow. After in-scope corrections, you receive the agreed files and handoff notes.

Brief

Describe the work, not the technology.

A clear current process and desired result are more useful than a list of tools. This page prepares a message on your device; it does not upload files or send anything.

Send brief on WhatsApp

Do not paste passwords, API keys, customer records, or confidential file contents. Use this form to arrange a safe transfer.