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About:
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ML engineer. Trained a 730M-param multilingual TTS from scratch. Production speech AI at BedVibe Studios. RAG evaluation: LongBook Verifier. Author of trainproof, ttsproof, and notchecked (PyPI) for deterministic ML evaluation and structural audio defect testing.
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