20 years leading AI research and development teams. Turning cutting-edge machine learning into real-world products.
20年AI研发团队领导经验。将前沿机器学习转化为实际产品。
About Me
关于我
Hello! I'm an AI research and development leader with 20 years of experience building and leading teams at a major AI technology corporation. I specialize in turning cutting-edge machine learning research into production-ready products.
您好!我是一名AI研发领导者,拥有20年在大型AI科技公司构建和领导团队的经验。我专注于将前沿机器学习研究转化为可生产的产品。
My expertise spans from foundational research in neural networks to the practical deployment of large-scale AI systems. I believe in building AI that is both powerful and responsible.
我的专业知识涵盖从神经网络的基础研究到大规模AI系统的实际部署。我相信构建既强大又负责任的AI。
Expertise
专业技能
A blend of creative and technical skills that help bring your vision to life.
融合创意与技术技能,助力实现您的愿景。
Deep learning, neural networks, transformers, computer vision, and natural language processing.
深度学习、神经网络、Transformer、计算机视觉和自然语言处理。
MLOps, model deployment, scalable inference, and productionizing ML systems.
MLOps、模型部署、可扩展推理和ML系统生产化。
Leading and mentoring large AI research teams, fostering innovation and collaboration.
领导和指导大型AI研究团队,促进创新与协作。
From academic research to product development, bridging the gap between theory and practice.
从学术研究到产品开发,弥合理论与实践之间的差距。
Selected AI Work
精选AI作品
A selection of AI research and development projects from my 20-year career.
我20年职业生涯中的AI研发项目精选。
Read full interviews and talks, with explanations alongside key ideas. Explore technology, investing, and markets at your own pace.
把深度访谈与演讲制作成可以细读的注释版,完整呈现对话,在关键概念旁补充讲解。涵盖技术、投资与市场,沿着讲者的思路读懂原文。
Led the development of a large language model for enterprise applications, including training, fine-tuning, and safe deployment.
领导了企业级应用的大语言模型开发,包括训练、微调和安全部署。
Directed a team building a state-of-the-art computer vision system for multi-modal understanding and visual reasoning.
指导团队构建了用于多模态理解和视觉推理的最先进计算机视觉系统。
Architected and built the company's ML platform, enabling thousands of engineers to deploy and monitor models at scale.
设计并构建了公司的ML平台,使数千名工程师能够大规模部署和监控模型。
Testimonials
评价
What people I've worked with have to say about my leadership and work.
与我共事的人对我的领导和工作的评价。
"An exceptional AI leader who combines deep technical expertise with the ability to inspire and manage large teams. Delivered groundbreaking research that shipped to millions."
"一位杰出的AI领导者,将深厚的技术专长与激励和管理大型团队的能力相结合。交付了突破数百万用户的研究成果。"
"The best research lead I've worked with. Makes complex ML problems approachable and creates an environment where everyone does their best work."
"我合作过的最好的研究主管。让复杂的ML问题变得易于处理,并创造一个每个人都能发挥最佳水平的环境。"
"Transformed our AI infrastructure. Under their leadership, we went from research papers to production-ready systems serving billions of requests."
"改变了我们的AI基础设施。在他们的领导下,我们从研究论文转向服务数十亿请求的生产就绪系统。"
Let's Create
让我们创造
I'd love to hear about what you're building. Let's create something amazing together.
我很想听听您正在构建什么。让我们一起创造一些令人惊叹的东西。
hello@kkworks.ltd