
Worked on the XiaoMi/mone repository to deliver real-time chat streaming and multimodal LLM integration, focusing on robust backend and API development using Java and JavaScript. Implemented WebSocket-based chat with per-user sessions and chat type distinction, and added audio processing pipelines for text-to-speech and speech-to-text, integrated with LLM services. Enhanced LLM chat with multi-image input support, improved JSON handling, and expanded service interfaces for multimodal models. Introduced browser automation through a dedicated ChromeAthena class and refactored roles for maintainability. Prioritized security by redacting sensitive data in tests and improved code reliability through targeted refactoring and comprehensive input handling.
February 2025 — XiaoMi/mone: Implemented real-time chat streaming via WebSocket with per-user sessions for Chatter, Shopper, and RoleClassifier, plus a chat type flag to distinguish direct chat from role classification. Added an audio processing pipeline with text-to-audio and audio-to-text support, integrated with LLM services for speech synthesis and transcription. Enabled multimodal image inputs in LLM chat with updated URL generation and JSON handling, and expanded LLMService inputs for multimodal models. Established ChromeAthena browser automation with a dedicated ChromeAthena class, refactored roles, and improved chat output formatting and image handling. Also delivered prompt refinements and input handling improvements to stabilize multimodal flows.
February 2025 — XiaoMi/mone: Implemented real-time chat streaming via WebSocket with per-user sessions for Chatter, Shopper, and RoleClassifier, plus a chat type flag to distinguish direct chat from role classification. Added an audio processing pipeline with text-to-audio and audio-to-text support, integrated with LLM services for speech synthesis and transcription. Enabled multimodal image inputs in LLM chat with updated URL generation and JSON handling, and expanded LLMService inputs for multimodal models. Established ChromeAthena browser automation with a dedicated ChromeAthena class, refactored roles, and improved chat output formatting and image handling. Also delivered prompt refinements and input handling improvements to stabilize multimodal flows.
January 2025 monthly summary for XiaoMi/mone: delivered key features for LLM streaming and provider integration, fixed critical tests security issues, and improved overall reliability and maintainability. Demonstrated strong collaboration with backend services and provider ecosystems. All changes align with business objectives to improve LLM responsiveness and reduce risk.
January 2025 monthly summary for XiaoMi/mone: delivered key features for LLM streaming and provider integration, fixed critical tests security issues, and improved overall reliability and maintainability. Demonstrated strong collaboration with backend services and provider ecosystems. All changes align with business objectives to improve LLM responsiveness and reduce risk.

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