Frame Your Leap

Building from 0 to 1 has always been my thing. I'm great at breaking down complexity and tackling challenges by designing the right systems, both at work and in life. In a world where AI can excute almost everything, I believe architecture matters more than ever.

Looking for a fresh way to approach your next move? Explore the services I offer to help you reframe problems and make better decisions. From frameworks to mental models, these are the tools I’ve used over a decade of hands-on work, bridging frontier tech and research with real-world solutions for industries. Let's frame it and nail it!

Achievements

Here's the brief of my achievements. You can find more details on LinkedIn or Experience page.

• Business - Partnered with 100+ global enterprises, including leading international retailers and a leading public industrial PC company, to successfully launch and validate new tech products (PoC).


• Engineering - Managed the full AI pipeline from screening 500+ annotators, building automated systems to collect 1M+ images, and improving model output quality from 27% to 63%.


• Government - Engaged with government leaders from the US, Taiwan, and Singapore to advise on AI adoption and innovation, securing $1M+ in grants.


• Academia - Collaborated with 50+ professors to introduce advanced technology in academia, grounded in a solid understanding of educational white papers and research practice.


• Press - Featured on the Taiwan AI Ecosystem Map for 3 consecutive years, and skilled at helping peers connect for greater industry visibility.

Services

Feel free to schedule a call with me to discuss your needs and how I can help you.