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Beyond Models. The Art of AI Orchestration
AI is moving beyond static outputs. The real challenge now is Orchestration.
Building an interactive AI Avatar is not just about a good LLM; it’s about managing a high-stakes "handshake" between multiple models in real-time. I have been architecting a pipeline that syncs:
Reasoning (LLM): Real-time text generation.
Voice (TTS): Natural speech synthesis.
Vision (SadTalker/MuseTalk): High-fidelity and low-latency lip-syncing.
The technical hurdle? Synchronization and Latency. I focused on the backend infrastructure to ensure that audio and video are perfectly aligned without the delay. By optimizing the FastAPI-to-GPU handshake, I have turned a research prototype into a production-ready API.
Currently open for long-term partnerships in Interactive AI & Vision Systems.
The network for creativity
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