Winston Koh — AI 系统架构师与 Athena 智能体操作系统

Winston Koh 是新加坡的 AI 系统架构师,构建自主 AI 智能体、本地优先的 AI 架构(Athena)以及面向中小企业的生产级网站。他提供 AI 智能体培训、咨询和定制智能体开发服务。

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概述

Winston Koh 是新加坡的 AI 系统架构师,专注于构建自主 AI 智能体和可靠的业务流程。其核心产品 Athena 是一个面向 AI 智能体的开源操作系统,采用本地优先架构,具备永久且自主拥有的记忆能力。

主要能力

  • 自主 AI 智能体:构建可自动筛选潜在客户并生成提案的定制 AI 智能体,实现 24/7 自动化运行。
  • 本地优先 AI 架构:Athena 提供永久、自主拥有的记忆,支持自托管部署。
  • 生产级网站:为中小企业构建加载迅速的网站,已交付 7 个以上站点。
  • AI 智能体培训:面向创始人和团队,围绕真实业务流程(报价、客户处理、报告、内容)开展 Claude 和智能体工作流培训。
  • AI 增强工作流:通过知识库注入、服务映射和分析师简报构建系统。

服务与定价

  • 网站:500 美元起
  • AI 培训工作坊:800 美元起
  • 咨询:150 美元/小时
  • 定制 AI 智能体构建:按项目范围定价

平台支持

支持 Android、iOS 和 Linux。项目为开源,提供公开 API,并支持自托管。

典型场景
  • 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

功能与使用场景

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

变现方式
  • 免费
成熟度信号
  • 开源
  • 公开 API
  • 模型家族
  • 可自托管
上手难度
  • 中

资源

信息来源

每条档案都保留来源与最近验证时间。

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