Your expertise as protected digital assets — usable but never exposed, owned by you.
democra.ai is a privacy-first marketplace where human expertise is packaged into AI agents — usable but never exposed, owned and priced by their creators.
Create skills from professional files, projects, or AI conversations
Open frontend — listed, discovered, traded
Sandboxed CPU TEE — agents get results only
Encrypted inference inside the GPU enclave
Validated the problem, built the product, and launched viral campaigns to prove market demand.
Zhejiang University PhD candidate in AI & Distributed Systems. 5+ years of research in ML, federated learning, and privacy-preserving computation. Deep understanding of AI democratization challenges.
Zhejiang University PhD (Chu Kochen Honors College). Research on modular LLM training, Mixture-of-Experts, agents & causal inference. Production experience at ByteDance, Alibaba & NetEase deploying large-scale AI systems.
Postdoc at Imperial College London, PhD from Zhejiang University. Expert in multimodal LLMs, vision-language alignment, and RL for foundation models. Core contributor to the LLaVA-OneVision-1.5-RL open-source framework.
Skill-as-asset is emerging — but no one combines bidirectional privacy across CPU + GPU TEEs, full creator control, and a unified market for both AI and human skills.
| Year 1 | Year 2 | Year 3 | |
|---|---|---|---|
| Users | 1,000 | 15,000 | 100,000 |
| Skills Listed | 200 | 5,000 | 50,000 |
| GMV | $500K | $8M | $80M |
| Revenue | $50K | $1.2M | $12M |
We're looking for investors who believe the knowledge economy should remain in the hands of its creators.