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Winston Koh — AI 系統架構師與 Athena 智能體作業系統

Winston Koh 是新加坡的 AI 系統架構師,建構自主 AI 智能體、本地優先的 AI 架構(Athena)以及面向中小企業的生產級網站。他提供 AI 智能體培訓、諮詢和客製智能體開發服務。

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概述

Winston Koh 是新加坡的 AI 系統架構師,專注於建構自主 AI 智能體和可靠的業務流程。其核心產品 Athena 是一個面向 AI 智能體的開源作業系統,採用本地優先架構,具備永久且自主擁有的記憶能力。

主要能力

  • 自主 AI 智能體:建構可自動篩選潛在客戶並生成提案的客製 AI 智能體,實現 24/7 自動化運行。
  • 本地優先 AI 架構:Athena 提供永久、自主擁有的記憶,支援自託管部署。
  • 生產級網站:為中小企業建構載入迅速的網站,已交付 7 個以上站點。
  • AI 智能體培訓:面向創辦人和團隊,圍繞真實業務流程(報價、客戶處理、報告、內容)開展 Claude 和智能體工作流培訓。
  • AI 增強工作流:透過知識庫注入、服務映射和分析師簡報建構系統。

服務與定價

  • 網站:500 美元起
  • AI 培訓工作坊:800 美元起
  • 諮詢:150 美元/小時
  • 客製 AI 智能體建構:按專案範圍定價

平台支援

支援 Android、iOS 和 Linux。專案為開源,提供公開 API,並支援自託管。

典型場景
  • 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

功能與使用情境

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

使用分析

變現方式
  • 免費
成熟度信號
  • 開源
  • 公開 API
  • 模型家族
  • 可自託管
上手難度
  • 中

資源

資訊來源

每筆檔案都保留來源與最近驗證時間。

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