James Han

James Han

3rd year Compsci, University of Toronto

Research notes, essays, and engineering blogs

About

Machine Learning Engineer, passionate about privacy and linguistics :)

Experience

Fall 2026
Software Engineer, Incoming at Neuralink
Infrastructure, platform engineering, and security
Summer 2026
ML, Infra, SWE at Shopify
Search and information retrieval
Fall 2025 / Winter 2026
ML Research, SWE at Firefox
Privacy, networking, security, ML
Summer 2025

Featured Notes

See the full library
06/06/2026
Search and Retrieval at Shopify
Inverted index to ranked result, from a document on disk
05/20/2026
Systems and ML at Firefox
Per-request cost estimation for blocked trackers, on-device ONNX
04/22/2026
Triathlon notes
Training notes and race logs, Team Canada, 2027 Age-Group Worlds

Contact