integration
Solution integration
I connect existing systems, APIs and databases so information can move where it belongs. That can mean single sign-on (SSO), data sync, or joining tools that currently need manual hand-offs.
Solution integrator · Software developer · Malaysia
I connect your systems. I build what comes next.
I'm Hoh. I turn disconnected tools and everyday bottlenecks into connected systems, custom web apps and practical AI solutions — built around how you actually work.
Integrations · Cross-platform web apps · AI agents & automation
What I build
Software that fits the way you work.
I can connect what you already use, build the missing piece, or bring both together in one workflow. We start with the problem, not a prescribed stack.
web-apps
Custom web apps & cross-platform systems
I build customer portals, admin consoles, booking and ordering systems, with the APIs and databases behind them. Responsive web apps work across desktop, tablet and phone, with PWA-style installation and offline features where the project calls for them.
automation
Automation & APIs
I turn repeatable tasks into workflows: moving data, generating documents, sending notifications and running scheduled jobs. I build and connect APIs with validation, permissions and clear failure handling, so exceptions do not disappear into the background.
Useful AI, connected to your work
I build AI around a real task, not a novelty.
I help choose what AI should do, what information it can use and when a person should step in. The right solution might be one focused assistant, not another system to manage.
AI agents
I build AI agents: autonomous assistants that use tools, run scheduled jobs and work through Telegram or web chat, with permissions and approval steps for actions that need a human check.
RAG / knowledge base AI
I connect AI to your company's own documents using retrieval-augmented generation (RAG), so answers can point back to sources with citations and say when the evidence is missing.
Local / private models
I can deploy on-prem or self-hosted open-weight local models so prompts and documents stay in-house. We check hardware, access controls and any external connections before calling it private.
inline
AI integration
I bring AI into existing apps and workflows for tasks such as drafting, summarising or routing requests, so you can use it where the work already happens.
chat
Customer-service AI bots
I build customer-service bots for website chat or messaging that answer routine questions, collect the right details and hand off to a human when a request needs one.
Tools, chosen for the job
Platforms I build with
I choose the tools to fit your workflow, existing setup and data requirements.
-
Cloudflare
I use it for DNS, edge delivery, security controls and lightweight web services where they fit the project.
-
Hermes Agent
by Nous Research
I use it to build tool-using AI assistants with scheduled tasks and chat-based workflows.
-
Anthropic
Claude
I use Claude for language, document reasoning and tool-connected workflows through model APIs.
-
Microsoft 365 Copilot Studio
I build agents and automations around Microsoft 365 workflows and the organisation's available connectors.
-
OpenAI
I use model APIs for conversational features, structured outputs and tool-calling integrations in custom applications.
Platform names identify the technologies I build with; they do not imply partnership, certification or endorsement.
Selected builds
Explore what I've been building.
These live demos and proofs of concept show how I approach software, interfaces and connected workflows. They are demonstrations, not production client case studies.
Proof of concept · Public demo
AIG carton ordering portal
I built a connected carton-ordering POC with a public product site, a customer portal and an admin console in one application.
- A public product catalogue leads into a specification-based carton booking flow.
- Customers submit specifications, review and accept quotations, and follow order status.
- Staff quote bookings, move orders from submission through delivery, and print job sheets.
- Inventory records receipts, issues and adjustments in a stock-movement ledger, with low-stock indicators and CSV export.
- Role-based customer/admin access keeps the right screens and actions with the right users.
Public demo login: [email protected] / Demo@1234. Demo data resets every hour. Please don't enter real personal or business information.
Scope: this is a booking and quotation POC; no online payment is taken. Branding, catalogue content and business data are demo material, not client performance evidence.
Concept build · Local-business landing page
Eco Fast Car Wash
I built a friendly, mobile-ready concept landing page that brings a local car wash's services, published prices, hours and directions into one place.
- Clear service cards and a vehicle-size price layout, with the published board's date and a reminder to check current prices at the counter.
- Weekly hours and a small open/closed indicator based on Malaysia time.
- Direct directions and business-contact links without an embedded map.
- An original visual identity and locally served, credited illustrative photography.
- Responsive, accessible HTML with keyboard focus styles and reduced-motion support.
Scope: this is a concept demonstration, not a claim of a commissioned engagement or an owner-endorsed official website. The photos are illustrative stock, not on-site evidence.
Brand concept · OAuth-ready information site
Snuggle Paws
I built a warm dog-boarding brand concept with a home page, privacy policy and terms for Google OAuth-ready branding on a personal AI-assistant project.
- An original dog-focused identity, responsive home page and locally served photography.
- Service cards, a sample daily routine, FAQs and clearly labelled example pricing.
- Dedicated privacy and terms pages linked consistently throughout the site.
- Plain-language disclosures for intended Google Calendar, Gmail and Drive uses, including access revocation and Limited Use commitments.
- A static public site without sign-in, cookies, trackers or third-party scripts.
Scope: Snuggle Paws is fictional demo branding, not an operating boarding client. This public site does not implement Google sign-in or an AI assistant. OAuth-ready refers to the branding and policy surface, not Google approval, certification or a completed OAuth flow.
How I work
From the first question to a working solution.
-
Discover
I listen to how the work happens today, map the systems involved and agree what success should look like, including data and access constraints.
-
Prototype
I make the key flow tangible early, so you can try it and we can check the assumptions before committing to a larger build.
-
Build
I implement the agreed scope, connect the systems and test the real paths, including permissions and what should happen when something fails.
-
Launch & support
I help with rollout, documentation and handover, then agree the support and follow-up improvements the project needs.
A little about me
Hi, I'm Hoh.
I'm a freelance solution integrator and software developer based in Malaysia. I like making complicated workflows easier to use — whether that means connecting existing tools, building a focused web app or giving an AI assistant the right information and boundaries.
I work from the practical details: who uses it, what needs to connect and how it will be maintained. I aim for clear communication, a usable result and a handover you can understand.
Email me
Let's work through it
Have a workflow that could work better?
Tell me what you're trying to do, which systems you use and where things get stuck. I'll help you work out a practical next step.
Email me →Based in Malaysia · available for local and remote projects