I enjoy studying and building reliable AIML systems, with interests in evaluation under shift, calibration/uncertainty, privacy-preserving ML, and mech interp. Outside research, I like music and making things (piano, cello, textiles, baking, small circuitry projects).

Always interested in opportunities to learn and grow (research, applied ai, safety, art)