TalentLink — Web3 & AI Talent Community

01 / Context

The problem

The platform needed a credible mechanism for contracting, delivery and settlement between knowledge workers and clients, while also making matching and reputation workflows useful rather than decorative.

02 / Approach

What I did

• Owned blockchain mechanism design and deployment, including contract testing on Sepolia and deployment to Polygon.
• Designed three smart-contract modules for task management, reputation management and asset settlement on the ERC-20 standard.
• Contributed to six AI agents covering recruitment matching, reputation scoring and contract management.
• Used few-shot fine-tuning and a knowledge base to improve agent matching performance.

03 / Outcome

What came out of it

• Delivered a mechanism covering contracting, delivery and automated settlement.
• Connected three on-chain modules with six AI-assisted workflows.
• Tested and deployed contracts across a development network and a production-oriented network.

04 / Artifacts

Reports & code