Hana Nakamura

Raizen developer profile — @hana_nakamura

ML Engineer at Apple

On-device and server eval. I care about calibration under distribution shift.

Location: San Jose, CA

Ranked #5 on the Raizen verified-developer leaderboard.

Website: https://github.com/hananakamura

Experience

• ML Engineer at Apple

  2020-11-02 – Present

  On-device ranking quality; offline/online calibration reports.

Education

• University of Tokyo

  M.Eng., Information Science

  2016-04-01 – 2018-03-25

Verified skills

• onnx
• python
• pytorch
• tensorflow
• calibration

Projects

• Shiftlab

  Slice-wise ECE and PSI monitors for embedding drift. Alerts before the agent silently degrades.

• Tinyjudge

  Distilled pairwise judge that runs in <40ms. Useful as a cheap first-pass filter.