8 years of experience developing machine learning algorithms specifically for audio applications (e.g., neural noise suppression, acoustic modeling, or speech enhancement). Lead algorithm feasibility research for "moonshot" audio initiatives—specifically Superhuman Hearing—operating outside the gravitational pull of immediate product timelines.