我們做的是 AI 實施科學——把醫學界 20 年的實施科學方法論搬到企業 AI 上。這件事需要兩類人：懂這門學科的醫學博士，和把它跑成產品的工程團隊。 We're building AI Implementation Science—translating medicine's 20-year discipline to enterprise AI. This requires two kinds of people: a medical PhD who knows the discipline, and an engineering team that can ship it.
2026 年提出「AI 實施科學」這個學科級定位，把醫學界 Implementation Science 方法論翻譯到 AI 時代——CFIR 五維改造版、RE-AIM 維護框架、迭代速率與監管漂移的量化模型。跨醫療、教育、AI 三個領域。In 2026, articulated AI Implementation Science as a discipline—translating medicine's Implementation Science methodology to the AI era through the CFIR Five-Dimension Adaptation, RE-AIM, and quantified iteration velocity and regulatory drift. Working across medicine, education, and AI.
專注 AI 原生應用研發與全棧落地，超過十年實戰經驗。負責用戶量過億的國民級移動遊戲登錄 SDK 與活動 SDK 研發，在千萬級高併發、系統穩定性與多端兼容方面具備深厚工程積累。AI-native application development with 10+ years of experience. Led login and event SDKs for a mobile game with 100M+ users. Deep expertise in high-concurrency, stability, and cross-platform.
深耕 Agent 開發與業務流自動化。曾在跨境電商公司主導 34 個站點的廣告數據分析。業務覆蓋跨境電商與畜牧業。Agent dev and business process automation. Led ad data analysis across 34 cross-border e-commerce sites. Cross-border + animal husbandry experience.
前 Alibaba 高級研發工程師，參與千萬級用戶售票 APP 的訂單與交易系統研發。專注提示詞工程、Agent 工作流、大模型業務連接。Former Alibaba Senior R&D Engineer. Built order/transaction systems for a ticketing app with tens of millions of users. Prompt engineering, Agent workflows, model-business integration.
深耕 Claude Code、Skill 與 MCP 生態。獨立開發面向高校的數智文獻處理平台，覆蓋 PDF 翻譯、OCR、RAG 對話六大模塊。Deep in Claude Code, Skill, MCP ecosystem. Built academic doc-intelligence platform with 6 AI modules (PDF translation, OCR, RAG dialog) in production.
服務超 100 家企業客戶，含 3 家億元級、24 家千萬級營收企業。商機獲取自動化提升線索效率 72%；OKR 系統降本 60%；觸達 30,000+ 關注者。Served 100+ enterprises, including 3 with 100M+ and 24 with 10M+ annual revenue. Lead acquisition +72%; OKR system -60% cost; 30,000+ followers.
10+ 年互聯網品牌與增長經驗，曾在小米、每日優鮮、追覓科技參與內容體系建設。LLM 工程化拆解專家，培訓觸達 15,000+ 學習者。10+ years brand and growth at Xiaomi, Missfresh, Dreame. LLM productization decomposition. Training reached 15,000+ learners.
企業級 AI 系統部署與基礎設施安全。反向代理、零信任接入、日誌審計、虛擬化平台。模型部署、推理優化、異構算力調優。Enterprise AI systems and infrastructure security. Reverse proxy, zero-trust, log auditing, virtualization. Model deployment, inference optimization, heterogeneous compute.
Java 與分佈式系統背景。曾參與全球 200 國 11,000+ 銀行的金融平台建設。開源多智能體編碼 Agent 項目，構建團隊跨會話演化的知識庫系統。Java + distributed systems background. Built financial platform for 11,000+ banks across 200 countries. Open-sourced multi-agent coding agent. Team knowledge base with cross-session evolution.
CUDA 算子級加速、vLLM 高吞吐推理、多智能體協同（MCP / ReAct / Function Calling）。曾在多家世界 500 強企業主導總價值過億的 AI 項目。CUDA operator-level acceleration, vLLM high-throughput inference, multi-agent orchestration (MCP / ReAct / Function Calling). Led 100M+ AI projects across multiple Fortune 500.
LLM 應用與 AI Agent 系統。Python 數據管道與自動化系統。批量工具處理 20,000+ 條音頻元數據，部分流程從數小時壓縮至分鐘級。LLM applications and AI Agent systems. Python data pipelines and automation. Batch tools processed 20,000+ audio metadata records, hours compressed to minutes.
字節跳動多年，主導日活十億級應用架構。深度參與 CapCut 與 Dreamina AI 生成系統建設，設計生圖生影片隊列架構與跨端調度。Years at ByteDance, led architecture for apps serving 1B+ DAU. Worked on AI generation systems for CapCut and Dreamina, queue architectures for image/video generation.
交付 120+ 自動化與全棧項目。390+ Python 生態工具實戰。神經科學與類腦智能碩博連讀，持有已授權專利。Delivered 120+ automation and full-stack projects. 390+ Python ecosystem tools. Combined master's-doctoral in neuroscience, granted patent.
國家級優秀指導教師。學生在國家級 AI 創新、信息學奧林匹克斬獲多項一等獎。AI 訓練師認證。技術專欄累計閲讀量 55 萬+。National Outstanding Instructor. Students won First Prizes at national AI innovation and informatics olympiads. AI Trainer certification. 550,000+ column reads.
數學與計算機科學雙學位。國家獎學金 + ICPC 銀牌。7+ 年教學經驗，建立萬人規模學習社羣。Dual degrees in Math and CS. National Scholarship + ICPC Silver Medal. 7+ years teaching, 10,000+ member learning community.
服務 250+ 用戶的全棧 AI 諮詢系統。面向年長用戶的語音優先 AI 應用。專業攝影師智能工作流工具。Full-stack AI advising system for 250+ users. Voice-first AI app for older adults. Intelligent workflow tools for professional photographers.