Description

Lead the design and development of an AI voice agent platform. Build architecture, integrate speech processing, and optimize model performance.

Responsibilities

  • Design and build the architecture for an AI voice agent platform.
  • Customize open-source LLMs using Hugging Face to meet specific business requirements.
  • Integrate TTS and STT functionalities for audio and speech processing.
  • Implement embeddings and vector databases to optimize data storage and retrieval.
  • Use call recordings and transcripts to re-train models for improved intelligence.

Required Skills

  • Hands-on experience in AI and Machine Learning.
  • Expertise in audio and speech processing, including TTS and STT.
  • Experience with LLMs and Hugging Face for model training and customization.
  • Proficiency with Eleven Labs, Play.ht, and Deepgram.
  • Practical knowledge of embeddings and vector databases.
  • Experience with PyTorch, RAG, and AI/ML workflows.
  • Ability to perform hands-on coding and architectural design.

Preferred Skills

  • Familiarity with GPTCache or similar technologies for caching answers and audio files to reduce latency.
  • Knowledge of GPU-based hosting companies.

Key Skills
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