Speaking & Publications
Thought Leadership in Cloud Native & AI/ML
Advocacy & Engagement Summary
Over the years, I have delivered a wide spectrum of public and internal presentations, workshops, and technical briefings on AI/ML, cloud-native infrastructure, industrial AIoT, and developer productivity. My speaking engagements span university lectures, industry conferences, investor/partner briefings, and corporate tech talks for global engineering teams, engaging audiences from dozens to several hundred. Beyond the stage, I actively contribute to open source, publish technical deep dives, and mentor teams on best practices — consistently driving innovation adoption and empowering developers to build, deploy, and scale with confidence.
Speaking Engagements
End‑to‑End AutoML in Practice (Decanter AI)
Practical AutoML pipeline design, speed/accuracy trade‑offs, and real‑world deployments
Audience: Industry practitioners and partners; workshop attracted hundreds of participants
AIoT and Data Analysis: Approaching Industrial AI
Key principles of 'ML Done Right' including speed/accuracy trade-offs, evaluation vs. implementation cost, human vs. machine decision-making, and real-world case studies
Audience: Industry practitioners, partners, academics
State‑of‑the‑Art Machine Learning & Briefing on Master's Thesis
Enterprise briefing on machine learning innovations and master's thesis research
Audience: Enterprise partners
Statistical Machine Learning Workshop (Campus‑wide)
Intuitive approaches to high‑dimensional statistics for engineering students; emphasized how statistical thinking underpins modern AI/ML
Audience: Students
Cloud-Native Evangelism
Topics: containerization strategy, CI/CD (Prefect, GitHub Actions, Argo CD), continuous security patching, Kustomize, Helm. Notable impact: fostered a documentation-first culture, modernized a legacy integration-test platform to cloud-native architecture (cut ops cost by ~50%), and implemented shift-left testing.
Audience: Global engineering teams
Annual Service Update Briefings
Presented service milestones, reliability improvements, and roadmap highlights
Audience: Cross-functional stakeholders
Selected Publications & Writings
Technical Blog Posts
Academic Papers
Certifications
Google Cloud Professional Cloud Architect
Google Cloud Professional Cloud DevOps Engineer
Google Cloud Professional Cloud Developer
English Proficiency
Champion, National High School English Speech Contest
Taiwan
Champion (3 times), NCTU English Speech Contest
National Chiao Tung University
Let's Connect
Interested in having me speak at your event or collaborate on technical content? I'm always excited to share knowledge and engage with the community.