Echoes — AI Collaboration, Retrieval & Voice

My contribution

• Implemented live presence, typing indicators, and chat updates using Ably and React Query.
• Contributed organization-level retrieval-augmented generation and organization-switching behavior.
• Built object-storage file browsing, uploading, metadata handling, and file operations.
• Integrated text/patent search and improved chat and navigation interfaces.
• Contributed voice activity detection, transcription, text-to-speech handling for long responses, and containerization.

Team product

Echoes is a collaboration platform for people and AI. These are my contributions within the wider product; they do not imply sole ownership of the entire platform. Source code remains private.