← Back to Swanyo

Founder of Swanyo

Bruce Jay

AI researcher · Cross-border e-commerce entrepreneur

Bruce Jay (BruceJay618) founded Swanyo to bring AI agents into real cross-border commerce operations. In early 2026, while still a student, he started a cross-border e-commerce business and runs it as a one-person company (OPC).

Revenue in six months
US$1M
Net margin
20%+

Background

Education
Master's in Artificial Intelligence, Tsinghua University
Community
Founder of SeaLeap.cn, an AI-native cross-border e-commerce community
Open-source learning
Official member of Datawhale
WeChat · Xiaohongshu · Douyin
BruceJay618
Other profiles
SeaLeap.cn · Swanyo MCP

From algorithm research to real business

01

Academic research

First-author papers at top international AI conferences; reviewer for leading AI journals and conferences.

02

Large-model practice

Large-model algorithm research at ByteDance, Alibaba International and Tencent Hunyuan.

03

Cross-border operations

Runs an operating one-person cross-border company and applies agent methods to product selection, operations and day-to-day management.

04

Enterprise services

In-house training for leading companies across industries, helping teams turn their know-how into reusable business Skills.