Kim Shi Tong

I solve complex problems with AI — from scoping what to build, to shipping it into production.

I've built and shipped 8 products from 0→1 — from a multi-agent cloud troubleshooting system at Tencent, to an AI article generator and IoT platform at Smart Air serving 1M+ users across 17 countries.

I use LLMs and AI to accelerate how teams build, align, and ship. I operate across US, China, and Southeast Asia — natively in English, Mandarin, and Malay.

Feel free to get in touch.
→ How AI can accelerate your product or business
→ How AI can streamline your team's workflow
→ Or just a good conversation about what's possible
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Background
Experience
Tencent
Product Manager (ongoing)
Multi-Agent Cloud Troubleshooting
Dec 2025 – Present
Smart Air
Technical Product Lead
AI Article Generator, IoT Dashboard, Infrastructure · 8 products
Jan 2024 – Dec 2025
NUS Computing
AI Product Engineer
AI Grading System · May 2025 – Dec 2025
NUS ISEM
Software Engineer
Business Simulation System
Oct 2025 – Dec 2025
Trivi Data
Software Engineer
AI Data Processing App
May 2023 – Aug 2023
Education
NUS School of Computing
B.Comp (Hons) CS — AI & SWE · Top 4 Globally
Aug 2022 – May 2026
Peking University
NUS Overseas College · Business Top 10 Globally
Jan 2024 – Jan 2025
Sunway College
WACE ATAR 98.85 — Top 1.15%
Mar 2021 – Nov 2021
SMK USJ 4
SPM · 9As
Jan 2016 – Dec 2021
Writing
PublishedAI / TechMarch 2026
OpenClaw: What Your Product Team Needs to Know →

199K GitHub stars, 512 vulnerabilities, and a queue of 1,000 people outside Tencent HQ. Why the fastest-adopted AI tool in history matters for your roadmap — and what not to do.

PublishedAI / TechMarch 2026
Multi-Agent Systems: What PMs Need to Know →

Lessons from shipping a multi-agent system at Tencent. A practical guide for product managers — when multi-agent is overkill, when it's necessary, and how to scope it for production.

Coming SoonAI / Tech2026
AI-Assisted Prototyping Killed Our Design Bottleneck →

No designer on the team, 5 stakeholder groups, and a 3-month deadline. How AI prototyping replaced spec-based reviews and cut alignment time by 60%.

Contact
st.kim.288@gmail.com LinkedIn