During January 2026, Liu enhanced DefiLlama’s DeFi analytics by developing two new features across the DefiLlama/dimension-adapters and DefiLlama-Adapters repositories. Liu expanded exchange integration by adding support for CTF and NegRisk contracts, updating log retrieval to unify legacy and new exchanges for more reliable data. Additionally, Liu implemented TVL adapters for Binance Smart Chain using USDT and for the dFlow prediction market, enabling accurate tracking of treasury token accounts. The work leveraged JavaScript, TypeScript, and backend development skills, demonstrating a strong grasp of API integration and blockchain data flows while focusing on business value and technical reliability throughout.