DominoTree
A training-free draft-tree method that speeds up LLM inference by up to 6.6×.
Read paper ↗Saw S. Lin (張智奇)
A fellow human being — just curious, committed, respectful.
Building products end to end, designing AI-powered systems, and researching LLM inference — capable on my own, and a natural collaborator.
About
- Finishing an MSc in CSIE at National Taiwan University — researching LLM inference acceleration.
- Independent builder — clients span institutions and businesses, including STPI @ NIAR, a science-and-technology policy research institute, and IFC Travels & Tours.
- 6+ years across product and engineering. Angel-invested in SleekEV during its bridge round.
Selected Work
Seek
An AI recommendation engine that matches government research-grant applications to the scholars best qualified to evaluate them.
AlgorithmProductAPI DesignFrontend
TOP Grants
A ground-up redesign of the legacy grant-review system into one calm, one-stop app for Taiwan's top scholars — reviewer matching powered by Seek.
FrontendProductAPI Design
TEMatrix
An AI patent-and-paper analysis tool that generates technology function matrix that shows where a technology is crowded (red ocean) or wide open (blue ocean).
FrontendProductAPI Design
Experience
- 2025.09–NowSTPI @ NIARstpi.niar.gov.twProduct Consultant – Algorithm Design, Product Strategy & Design, API Design, Frontend Development
- 2025.07–08STPI @ NIARstpi.niar.gov.twInformation Systems Division Intern
- 2025.01–06KOBA AI × Digital Humankorvva.com/ai-vtuberAI Product Strategy · Part-time
- 2024.02–07Spacematter Appsspacematterapps.comCollaborator
- 2023.08–2024.02Codigo - The Mobile App Companycodigo.coIT Project Manager
- 2022.10–2023.02Arbyex (Self-funded project)Product Manager
- 2018.07–2022.05Ahtar Oo Co., Ltd.ahtaroo.comfrom Project Manager to Technical Product Manager
- 2018.03–05SKYBIT.ASIASoftware Development Intern
Previously
After years of fiddling with smartphone built-in timers—across both iOS and Android—and testing over five top-rated apps, I decided it was time to take control and create my own solution.
Visit ↗Representing Spacematter Apps, I pitched IFC — a client based in Yangon looking to grow their digital presence — with a product-strategy consultation of three tailored proposals and an MVP prototype integrated with a leading mobile-payment super-app in Myanmar. I also coordinated with Huawei's team in China to assess the technical feasibility of their platform for IFC's app launch.
Say hello
Whether you're building something, backing something, or simply want to make friends — say hello.