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KaiYin77/README.md

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Hi 👋, I'm Kai Yin

Engineer focused on turning AI into real-world leverage — across silicon, software, and business operations.

Currently

At Upbeat Technology — helping an IC design house operationalize AI across engineering and product development, from compiler stacks and AI runtimes to practical internal AI systems.


What I've built

  • 🚀 Production RISC-V silicon — helped bring an AI compiler stack from research to deployed Upbeat Technology SoC products
  • 🏠 4,000+ real estate agents rely on platforms I help build at House168
  • 🧩 Built ERP infrastructure powering HRNetGroup’s doudou.jobs ecosystem
  • 🤖 Reduced marketing operations workload by 60% through AI-driven CRM automation at PatentCloud
  • 🏎️ Ranked Top 8 globally in the Waymo Open Dataset motion prediction challenge

What I do

I work at the intersection of:

  • AI systems
  • semiconductor platforms
  • developer infrastructure
  • business operations

My focus is identifying where AI creates real leverage:

  • reducing operational cost
  • accelerating engineering workflows
  • enabling new product capabilities
  • turning ideas into deployable systems

About me

Taiwan has one of the world’s strongest semiconductor ecosystems. I’m interested in applying software and AI to create tangible business outcomes — helping organizations move faster, operate leaner, and unlock new growth opportunities.

Today, I build where:

  • chips meet software

  • AI meets operations

  • engineering meets business impact

  • 🎓 B.Eng. + M.Eng., National Yang Ming Chiao Tung University (ECE)

  • 🔬 Published at IROS 2024 — multimodal trajectory prediction for autonomous driving

  • ✍️ Writing about engineering, AI, careers, and systems thinking at kaiyin.tw

  • 📫 kaiyin.career@gmail.com

Pinned Loading

  1. TempEnSLearnAgg-QCNet TempEnSLearnAgg-QCNet Public

    Multi-Modal Motion Prediction using Temporal Ensembling with Learning-based Aggregation (IROS 2024)

    Python 8 1

  2. whisper-desktop whisper-desktop Public

    本地端音訊/影片逐字稿工具,基於 OpenAI Whisper — 無需雲端 API、無需 Python,支援 Windows 與 macOS

    C#