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AI Voice AgentsUpwork

Private Local AI Voice Assistant

Fully local, private voice assistant pipeline using Whisper STT + Ollama/Llama3 + Piper TTS — runs 100% on-device with optional Twilio phone number integration for phone-based access.

🎯 The Problem

Client needed a private voice assistant that never sends data to third-party servers.

⚙️ The Solution & Automation

Assembled a local pipeline: Whisper for speech recognition, Ollama with Llama3 for reasoning, Piper TTS for voice, and FastAPI as the coordination layer.

✅ The Result & Impact

Fully offline voice assistant with Twilio integration for phone access.

Tech Stack

PythonOllamaLlama3WhisperPiper TTSFastAPITwilio

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