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2. Transform conference transcripts into persistent, conversational speaker-agents. Ingest any transcript, extract speaker identities & positions, generate soul profiles per speaker, route questions t…

   Python

3. Orchestration layer connecting transcript intelligence to interactive summit experiences. Sequences conference-minds extraction through LLM-powered composition (voice profiles, curated feeds, topi…

   TypeScript

4. Audio and multi-modal I/O layer for the conference intelligence stack. MCP server with tools for transcription (Whisper/Gemini/AWS), speaker diarization, quality scoring, voice synthesis (ElevenLab…

   Python

5. Networking POC for buildathon participants to learn the names, faces, titles, locations of judges & mentors

   TypeScript

6. AI-powered Vedic astrology using MCP - Ancient wisdom meets modern LLMs

   Python 2