Min Bai

白 旻. Min Bai.

不只是做产品，而是构建会赚钱的系统。 Not just building products. Engineering profitable systems.

AI 业务架构师 / 单兵大脑 / 全链路操盘手 AI Product Architect / Solo Brain / Full-Stack Operator

强大底蕴。
现在由 AI 重新驱动。 10-Year Foundation.
Now supercharged with AI.

近10年复杂系统架构基石 A Decade of Complex Systems

拒绝“拿着锤子找钉子”。以主导全集团跨国ERP、全国医疗数据网络的深厚底蕴为支撑，将顶级的商业洞察与大模型敏捷工程无缝融合，将 AI 转化为高商业价值的落地武器。 Backed by a decade of architecting multinational ERPs and national healthcare networks. Seamlessly merging deep commercial insights with cutting-edge LLMs to transform AI tech into highly profitable market solutions.

底层架构与 API Core API Architecture

独立构建 LLM Agent 计算引擎，提供高并发、超低延迟的 API 路由规范与数据清洗，稳固技术底盘。 Architect underlying compute engines for LLM agents, delivering ultra-low latency APIs for crucial data purification.

数字内容管线 Content Pipeline

从 AI 智能选题、视频渲染到底层分发，掌控情绪爆点制造，大幅降低矩阵内容边际成本。 Master the full-stack video loop—from AI topic selection to global matrix distribution and emotional triggers.

SaaS 与自动化变现 SaaS & Automation

跨平台无头脚本攻克反爬。精通同频映射截流逻辑与“劳作错觉”心理学，跑通独立工具美金订阅。 Expert in headless RPA. Validating USD subscriptions via ecosystem traffic hijacking and frontend addiction loop design.

持续迭代的业务架构史。 An Evolution of Architecture.

Min Bai v3.0

AI 自动化与独立操盘时代 (2022 - 至今) The AI Automation & Solo Era (2022 - Present)

BYB-Lab Next-Gen AI Workflow

核心架构师 / 独立开发者 Architect / Indie Developer
  • ACTION (做了什么) 从0到1独立架构并开发专为 LLM Agent 调用的底层计算引擎与高并发 API 路由。 ACTION Architected and developed the core compute engine and high-concurrency API routing from scratch.
  • PROBLEM (攻克痛点) 彻底解决多并发 AI 自动化任务中数据清洗流转延迟极高、格式化频繁报错的基础设施瓶颈。 PROBLEM Eradicated infrastructure bottlenecks of massive latency and formatting errors during AI data purification.
  • IMPACT (硬核结果) 打造极具稳定性的超低延迟技术底座，使得前端敏捷迭代无死角畅通，展现强悍编码力。 IMPACT Delivered a bulletproof technical foundation guaranteeing zero-blockage for agile iterations.

Project Snipe (海外微型 SaaS) Project Snipe (Global Micro-SaaS)

独立产品架构师 Indie Architect
  • ACTION (做了什么) 设计前端“劳作错觉”交互，植入“第4次使用触发网关阻断”的成瘾支付机制。 ACTION Engineered frontend "illusion of labor" UI and a hard gateway block on the 4th use via Chrome extensions.
  • PROBLEM (攻克痛点) 强势破解独立工具出海“用户用完即走、白嫖比例高、付费转化难”的变现死局。 PROBLEM Solved the industry-wide "high churn, zero pay" dilemma for indie utility tools.
  • IMPACT (硬核结果) 成功跑通每月 $14.9 美金订阅闭环，印证顶级的商业嗅觉与单兵变现操盘力。 IMPACT Successfully forced a $14.9/mo USD subscription loop, demonstrating top-tier commercialization mastery.

上海申通地铁集团 Shanghai Shentong Metro Group

项目经理 Project Manager
  • ACTION (做了什么) 统筹规划车辆数字化项目，严格审查并重塑委外系统底层的技术架构。 ACTION Spearheaded digital transformation and aggressively audited outsourced technical architectures.
  • PROBLEM (攻克痛点) 扫除传统国企“被外包技术黑盒裹挟、技术落地与需求脱节”的深层痛点。 PROBLEM Eliminated the risk of being "led by the nose" by outsourced vendors due to technical black boxes.
  • IMPACT (硬核结果) 强力把控系统健壮性，拉升业务团队智能化思维认知，夯实企业基建底座。 IMPACT Enforced strict architectural standards and elevated the internal team's AI cognitive level.

Min Bai v2.0

复杂生态与大盘操盘手 (2018 - 2022) The Ecosystem Architect (2018 - 2022)

上海智众医疗科技 Shanghai Zhizhong Medical Tech

高级产品经理 Senior Product Manager
  • ACTION (做了什么) 全生命周期主导标准化代谢性疾病管理中心（MMC）生态的软硬件闭环架构设计。 ACTION Drove the full-lifecycle product architecture for MMC and its hardware/software ecosystem.
  • PROBLEM (攻克痛点) 打破国内医院在慢性病管理上“数据孤岛严重、缺乏全病程标准”的行业壁垒。 PROBLEM Broke down severe data silos across hospitals and standardized chronic disease management.
  • IMPACT (硬核结果) 推动系统覆盖全国超700家头部医院，助力项目登榜《创新数字医疗榜 TOP100》。 IMPACT Pushed nationwide deployment to 700+ top-tier hospitals, securing a spot on the "Top 100 Innovative Digital Healthcare List".

联谊假期集团 (Nexus Holidays) Nexus Holidays Group

产品总监 Product Director
  • ACTION (做了什么) 全英文统筹跨国业务，主导搭建全集团 ERP、高并发供应链及多国官网系统。 ACTION Commanded cross-border requirements to orchestrate the global ERP and multi-country website architecture.
  • PROBLEM (攻克痛点) 击碎全球分公司间“协同低效与数据壁垒”，解决高并发旅游订单路由流转难题。 PROBLEM Smashed data barriers between international branches, solving severe routing issues for global orders.
  • IMPACT (硬核结果) 稳定支撑 8287 家全球供应商无缝接入，完美处理 31762 笔订单，彰显大盘驾驭力。 IMPACT Empowered the flawless processing of 31,762 orders across 8,287 global suppliers.

Min Bai v1.0

软硬件结合先驱 (2015 - 2018) The Hard/Soft Pioneer (2015 - 2018)

上海市数字健康信息中心 Shanghai Digital Health Center

产品经理 Product Manager
  • ACTION (做了什么) 深度主导软硬件结合产品（智能体温计及健康APP）全生命周期架构设计。 ACTION Led the architecture design for hardware/software integrated health products.
  • PROBLEM (攻克痛点) 解决智能硬件采集与移动端数据同步的低效延迟，打通医患流转生态。 PROBLEM Resolved data synchronization inefficiencies between smart hardware and apps.
  • IMPACT (硬核结果) 推动产品从0到1入驻国妇婴等多家三甲医院，大幅拉升在线转化，斩获“年度优秀员工”。 IMPACT Successfully deployed in top-tier hospitals, boosting conversion rates and awarded "Outstanding Employee".