Built a full-stack automation prototype with a dashboard + Node.js backend using lightweight AI/ML to classify tasks, estimate time saved, and log audits on Shardeum. Stack: HTML, CSS, JS, Node, Solidity, ethers.js. Key challenge: moving from static UI to a connected back end !!