Nathan Knopf

I am a Senior Machine Learning Engineer with a strong background in developing advanced AI solutions, particularly in natural language processing and real-time translation systems. At Lingopal, I designed and deployed a real-time speech-to-speech translation pipeline, utilizing cutting-edge technologies like OpenAI Whisper and Tacotron 2. My work has significantly improved multilingual communication, enabling seamless interactions across diverse languages.

Previously, I served as a Machine Learning Engineer at John Deere, where I led predictive maintenance modeling and developed edge-optimized vision models for agricultural applications. My projects not only reduced equipment downtime but also enhanced crop health detection through innovative machine learning techniques. I am passionate about leveraging AI to solve real-world problems and continuously seek to improve model performance and deployment efficiency.