Koopa.ai — Agentic AI Architect
I design AI platforms and agents that run real operations: in the cloud, on-premise, or both.
The journey
- Prompt Engineer — Tell AI what to do.
- Harness Engineer — Give AI safe hands.
- Idea Engineer — Let AI turn every idea into delivery.
- Agentic AI Architect — Design the whole system.
What I do
AI platforms
LLM platforms placed where your data needs them: cloud AI services, private on-premise stacks, or a hybrid of both behind one gateway.
Agent harnesses
Agents on cloud or local models with guardrails built into the code: audited, fail-closed, and a human approves anything that changes a system.
AI automation
Agents and workflows wired into systems, infrastructure, applications and business processes, so the routine work runs itself.
Proof of work
Private GenAI platform
A complete LLM platform running inside the company's own walls. Open models for chat, vision and search sit behind one OpenAI-compatible gateway, with RAG, single sign-on and live monitoring.
AI operations console
An agent that administers a Linux server fleet through an audited SSH gateway. Read-only checks run at once; every change waits for human approval.
PI console
An agentic AI console on the private local LLM. Describe a job in plain words and it plans, acts and waits for your approval; anyone can turn a daily routine into a reusable skill.
Stock reconciliation gateway
Daily SAP-to-warehouse stock reconciliation with automatic ticketing and AI root-cause diagnosis. The code does the maths; the model only chooses what to check.
Integration agent harness
A template that lets an AI agent build Boomi integrations safely: house rules, proven templates, and hooks that block production deploys and leaked secrets.
AI workflows
n8n workflows on the private LLM: document extraction, RAG ingest and search, and chat agents over SAP and integration audit data.
Contact
Email weesiong@rocketmail.com or connect on LinkedIn.