Driving Cutting-Edge Innovation & AI-Native Products from 0 to 1. 专注前沿科技创新，从 0 到 1 打造 AI 原生产品。
Hi, I'm Ao Liu, Ph.D. Senior Product Lead driven by a relentless passion for frontier technologies, AI-native software, and rapid innovation. Grounded in a first-principles Joint Indiana University and Fermilab Ph.D. in Physics, I translate bleeding-edge technical capabilities into high-impact products — while channeling boundless curiosity into nonprofessional passions spanning video reviews of frontier AI technologies, rapid prototyping via AI coding, fitness techniques and original fitness comics, Chinese poetry across classical and modern styles, and stock market analysis and investment strategies. 你好，我是 刘骜博士 (Ao Liu, Ph.D.)。资深技术产品负责人，深耕前沿科技与 AI 原生产品创新。博士毕业于印第安纳大学与费米国家实验室（Fermilab）联合培养项目。我擅长以第一性原理拆解复杂系统，将前沿模型的技术突破快速转化为高价值的企业级产品。工作之余，我也把旺盛的探索欲投入到跨界创作与生活爱好中——包括高频制作前沿 AI 技术评测视频、AI 编程快速原型开发、健身技巧与原创健身科普漫画、新旧体诗词研读与创作，以及股票分析与量化投资策略研究。
Product Leadership, Deep Tech & Creative Passions 技术型产品管理 · 深科技底蕴 · 多元生活追求
How rigorous scientific training in physics, senior product leadership in frontier AI, and multidisciplinary hobbies create a relentless innovation engine. 以物理博士科研训练锤炼的第一性原理思维为底色，结合在 AI 前沿领域的资深产品实战经验，以及对多元爱好的长久热情，共同构成持续探索与创新的底层驱动力。
Physics Ph.D. Rigor 物理博士的科研严谨性
Trained through a joint Ph.D. in Physics with Fermi National Accelerator Laboratory (Fermilab). Navigating complex dynamical systems, stochastic processes, and mathematical modeling taught me to deconstruct chaotic problems to fundamental axioms before writing a product spec or shipping code. 在印第安纳大学与费米国家实验室（Fermilab）联合培养攻读物理学博士期间，严苛的科研训练锤炼了我对复杂动力学系统与数理建模的深刻理解。面对错综复杂的系统性难题，永远先回到第一性原理和底层公理中寻找破局点，再着手规划产品 PRD 与落地代码。
Senior Product Lead · 10+ Years 资深产品负责人 · 10+ 年经验
10+ years driving product strategy, system architecture, and 0-to-1 delivery across cybersecurity market leaders, FinTech startups, and national research institutions. Spearheading autonomous agentic pipelines for brand protection, enterprise SBL financial tools, and scientific data microservices. Rooted in direct enterprise client discovery, translating complex technical frontiers into high-impact product roadmaps. 拥有逾 10 年贯穿网络安全领军企业、金融科技初创与国家级科研机构的产品战略、系统架构与从 0 到 1 落地经验。主导品牌保护自主 Agentic 智能体管线、企业级 SBL 金融产品以及开源科学数据微服务。深度践行企业级客户洞察，将前沿复杂技术转化为高商业价值的产品路线图与生产交付。
Creative & Disciplined Passions 生活自律与跨界创作
Beyond product leadership, I cultivate a disciplined and creative life: in-depth video reviews of frontier AI technologies and rapid prototyping via AI coding, consistent strength training and original fitness comics, Chinese poetry across classical and modern styles, and stock market analysis and quantitative investment strategies. 工作之外，始终保持着自律而富有活力的生活状态：坚持高频制作前沿 AI 技术评测视频并开展 AI 编程原型开发；常年规律举铁训练并创作原创健身科普漫画；品读与创作新旧体诗词；潜心进行股票分析与个人量化投资策略研究。
Professional Experience 职业履历
A progressive career spanning national labs, high-growth startups, and cybersecurity market leaders. 从顶尖国家实验室、高成长科技初创，到网络安全领军企业的进阶成长历程。
Senior Product Lead (Agentic AI) 资深产品负责人 (Agentic AI)
Driving strategic product vision for Agentic AI in Brand Protection. Leading the Agentic AI Analyst (AAA) initiative deploying autonomous agentic workflows for brand defense; consolidating disparate backends into a unified system architecture incorporating traditional ML, and shaping algorithm product strategy for brand recognition. 主导品牌保护 (Brand Protection) 业务线的 Agentic AI 产品战略愿景。牵头推进旗舰项目 Agentic AI Analyst (AAA)，部署自主 Agentic 智能体工作流强化品牌安全防御；整合异构底层系统构建统一技术架构并结合传统机器学习算法，同时主导品牌识别（Brand Recognition）算法的产品定位与演进策略。
- Collaborated cross-functionally to shape multi-quarter product roadmaps and feature milestones, translating complex enterprise brand protection challenges into clear requirements for engineering development. 跨团队协同规划多季度产品路线图与核心交付里程碑，将复杂的企业级品牌保护业务挑战转化为清晰明确的工程研发需求。
- Spearheaded direct enterprise client engagement and customer discovery, ensuring agentic workflows align with real-world security analyst pain points and compliance requirements. 深入开展企业级大客户深度访谈与需求验证，确保 Agentic 工作流深度契合一线安全分析师实际痛点与合规要求。
- Drove product vision, strategy, and PRDs for autonomous agentic evaluation workflows, enabling automated threat metadata processing to classify malicious vs. benign signals without human bottlenecks. 作为产品经理主导自主 Agentic 智能体评估工作流的产品愿景、战略规划与需求规格定义 (PRD)，自动化研判海量威胁元数据并区分恶意与良性信号，消除人工流转瓶颈。
- Led architectural consolidation across disparate backends to build a unified system architecture, strategically incorporating traditional machine learning (ML) models with modern agentic workflows. 主导对多个架构异构的底层系统进行整合归并，统一构建端到端技术架构，并将传统机器学习（ML）算法与现代 Agentic 智能体工作流有机结合。
- Defined algorithm product positioning and strategic roadmap for Brand Recognition, driving automated identification and triage of digital brand abuse and visual impersonation. 制定品牌识别（Brand Recognition）算法的产品定位与演进策略，推动针对网络品牌侵权与视觉假冒仿冒的自动化智能识别与精准研判。
Creative Passions, Portfolio & Works 个人追求与精选作品
A curated summary of creative creations, interactive builds, and lifelong pursuits outside of enterprise product leadership — from the playable Three.js Magic Tower 3D RPG and corporate suspense & romance novel Astray, to video reviews of frontier AI technologies, fitness techniques & fitness comics, Chinese poetry across classical and modern styles, and stock market investment research. 精选展示工作之外的独立开发作品、文学创作与个人探索——包括可在网页直接试玩的 Three.js 50层《魔塔 3D》RPG 游戏、双语商战悬疑都市小说《迷途》(Astray)，以及前沿 AI 技术视频评测、健身技巧与原创科普漫画、新旧体诗词研读与创作，以及股票分析与量化投资策略研究。
Let's Connect & Build Together 携手交流，共同探讨
Whether you are exploring Agentic AI systems, enterprise product leadership, speculative fiction collaboration, or indie game experiments, my inbox is always open. 无论是探讨 Agentic AI 系统架构、企业级产品战略，还是交流小说创作与独立游戏开发，随时欢迎与我联系。
Social Media & Channels 社交媒体与全网频道
Connect with me across platforms — where I share AI-native videos on YouTube and TikTok, tech updates on X, original fitness comics on Xiaohongshu, tech essays on Medium, and open-source code on GitHub. 关注我的全网平台——我常态化在 YouTube 与 TikTok 发布 AI 视频评测，分享 X 实时科技动态、小红书原创健身科普漫画、Medium 深度技术专栏，以及 GitHub 上的开源代码。
YouTube · AI Frontier
@aoliu_tech
Near-daily video deep dives on frontier LLM reasoning capabilities, autonomous agent architectures, and hands-on AI developer tools. 高频更新视频，深入剖析前沿大模型推理能力、自主智能体架构演进，以及最新 AI 开发者工具上手实测。
TikTok · AI Insights
@aoliu_tech
Fast-paced visual breakdowns of AI model launches, generative workflows, agent experiments, and bite-sized frontier tech takes. 快节奏、高信息密度的短视频，拆解最新 AI 模型发布、生成式工作流与智能体实验心得。
X (Twitter)
@aoliutech
Real-time frontier AI commentary, product insights, agent experiments, tech debates, and engineering reflections. 实时分享前沿 AI 观察、产品洞察、自主智能体实验进展与工程思考。
Xiaohongshu · AI & Tech 小红书 · AI 与前沿科技
AI Reviews & Tech Breakdown AI 前沿视频 · 技术解析
In-depth frontier AI breakdowns, LLM practical benchmarks, agentic workflows, and hands-on developer experiments. 专注中文 AI 前沿技术剖析、大模型实战评测、智能体架构探索与高生产力开发者实操笔记。
Xiaohongshu · Fitness Comics 小红书 · 健身漫画
Original Fitness Comics & Notes 原创科普漫画 · 训练手记
Original strength training comic strips, disciplined lifestyle notes, and science-backed hypertrophy insights with visual storytelling. 以原创趣味科普条漫结合训练手记，分享科学严谨的力量训练心得与自律生活方式。
LinkedIn
in/aoliutech
Professional updates, enterprise product leadership milestones, frontier AI discussions, and leadership networking. 分享职业近况、企业级产品创新里程碑、AI 行业观察与技术讨论。
GitHub
@frankliuao
Open-source code, 3D WebGL Magic Tower engine, generative UI experiments, and AI developer tooling repositories. 分享开源项目，包括 3D WebGL 魔塔游戏引擎、Generative UI 交互实验以及 AI 开发者工具库。
Medium.com
@aoliutech
Long-form essays on systems architecture, first-principles product leadership frameworks, and reflections on AI engineering. 分享系统架构长文、基于第一性原理的产品管理方法论，以及对 AI 原生工程化的深度思考。