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Home/Founder Stories/AI Data Infrastructure/Edwin Chen
VERIFIED PROFILE•2026-04-06
AI Data InfrastructureVERIFIED FOUNDER

Edwin Chen

Founder & CEO of Surge AI

"Edwin Chen's Surge AI built a $18.5B business by supplying high-grade expert human feedback for frontier AI models."

By UpForge Editorial•Singapore, Singapore•Published 2026-04-06•Valuation: $18.5B
Edwin Chen, Founder & CEO of Surge AI — UpForge Verified Founder

Edwin Chen

Founder & CEO • Surge AI

RLHF and Expert Data

Surge AI mobilizes thousands of PhDs, programmers, and subject experts to perform Reinforcement Learning from Human Feedback (RLHF), refining AI accuracy.

The Singapore Hub

Based in Singapore, Surge AI acts as a trusted global data bridge for frontier AI labs in North America and Asia.

Pick & Shovel Goldmine

Chen proved that high-quality human data is as crucial to AI progress as GPU hardware.

“
"The best AI isn't just trained on web scrapes. It's educated by world-class human minds."

— Edwin Chen, Surge AI

FOUNDER LESSON & TAKEAWAY

Providing the essential fuel (high-quality data) for a booming industry yields massive defensible margins.

Edwin Chen, Founder & CEO of Surge AI — UpForge Verified Founder
AI Data Infrastructure

Edwin Chen

Founder & CEO • Surge AI

VERIFICATION VERIFIED
UFRN CodeUF-2026-SG-XXXXX
CompanySurge AI
Founded2020
Valuation$18.5B
Total Funding$300M

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Aravind Srinivas, Co-Founder & CEO of Perplexity AI — UpForge Verified Founder
AI & Technology

Aravind Srinivas

Co-Founder & CEO • Perplexity AI

"Perplexity is an AI-powered answer engine that gives direct, cited answers to search queries instead of a list of links—also behind the Comet AI web browser."

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