Developed multi-model AI provider support and configuration management for the HKUDS/DeepCode repository, enabling seamless integration of various AI services through environment variable API keys and extensible configuration options. Focused on maintainability by refactoring Python code and improving deployment security. Additionally, enhanced the punkpeye/awesome-mcp-servers repository by adding a new project entry and status badge for the satring MCP server in the Markdown README, consolidating documentation for paid API services such as Lightning and USDC. Demonstrated strengths in API development, full stack engineering, and documentation, with an emphasis on code quality, onboarding, and discoverability throughout both projects.