5 years of ML experience Strong proficiency in Python and common ML libraries Solid theoretical foundation in stats and ML. Experience working with voice agents Proven hands-on experience building with LLMs or NLP systems (prompt engineering, RAG, embeddings, fine-tuning, etc.). Experience taking ML models from prototype to production and care deeply about reliability, performance, and scalability. Fluent in English