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Winston Koh — AI Systems Architect & Athena Agent OS

Winston Koh is a Singapore-based AI Systems Architect who builds autonomous AI agents, local-first AI architectures (Athena) with permanent owned memory, and production-grade websites for SMEs. He offers AI agent training, consulting, and custom agent builds.

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About this tool

Overview

Winston Koh is a Singapore-based AI Systems Architect focused on building autonomous AI agents and reliable business workflows. His core offering, Athena, is an open-source operating system for AI agents featuring a local-first architecture with permanent, owned memory.

Key Capabilities

  • Autonomous AI Agents: Builds custom AI agents that qualify leads and generate proposals automatically, running 24/7.
  • Local-First AI Architecture: Athena provides permanent, owned memory and supports self-hosted deployment.
  • Production-Grade Websites: Builds fast-loading websites for SMEs, with 7+ sites shipped.
  • AI Agent Training: Trains founders and teams on Claude and agentic workflows around real business processes: quoting, customer handling, reporting, and content.
  • AI-Augmented Workflows: Builds systems through knowledge-base injection, service mapping, and analyst briefs.

Services & Pricing

  • Websites: from $500
  • AI training workshops: from $800
  • Consulting: $150/hr
  • Custom AI agent builds: by scope

Platform

Support Supports Android, iOS, and Linux. The project is open-source, offers a public API, and supports self-hosting.

Use cases
  • Do you run AI training for teams? + Yes — hands-on AI agent training is my most requested service in 2026
  • F&B Business Owner F&B Industry Dec 2025 Frequently Asked Questions What exactly is Athena? + Athena is an open-source operating system for AI agents
  • Hire Me Freelance Full-time AI Systems Architect I build agentic PKM infrastructure
  • I build local-first AI architectures (Athena) with permanent, owned memory — and production-grade websites for SMEs that load instantly
  • I train founders and teams to run Claude and agentic workflows on their real business processes: quoting, customer handling, reporting, content
  • Let's Talk ✨ Athena AI Active [email protected]:~$ Client Results 7+ Sites Shipped AI Kernel v9
  • The AI-augmented workflow is real
  • The System: Knowledge-base injection + Service Mapping + Analyst Brief

Features & use cases

Do you run AI training for teams? + Yes — hands-on AI agent training is my most requested service in 2026F&B Business Owner F&B Industry Dec 2025 Frequently Asked Questions What exactly is Athena? + Athena is an open-source operating system for AI agentsHire Me Freelance Full-time AI Systems Architect I build agentic PKM infrastructureI build local-first AI architectures (Athena) with permanent, owned memory — and production-grade websites for SMEs that load instantlyI train founders and teams to run Claude and agentic workflows on their real business processes: quoting, customer handling, reporting, contentLet's Talk ✨ Athena AI Active [email protected]:~$ Client Results 7+ Sites Shipped AI Kernel v9The AI-augmented workflow is realThe System: Knowledge-base injection + Service Mapping + Analyst BriefView System → AI Agent ● LIVE Service-Led Diagnostic Gem The Outcome: Custom AI agent that qualifies leads and generates proposals — automatically, 24/7View System → Personal Branding Melvin Lim: AI-Augmented Branding The Outcome: Complete brand identity — "The Soulful Stoic" — delivered in 48 hours with AI-augmented strategyWebsites from $500, AI training workshops from $800, consulting at $150/hr, custom AI agent builds by scope

At a glance

Monetization
  • Free
Maturity signals
  • Open source
  • Public API
  • Model family
  • Self-hostable
Learning curve
  • Medium

Resources

Sources

Every profile keeps its sources and latest verification date.

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