Sheng L.
- Role
- Staff Ml Engineer at Meta
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Sheng L.
End-to-end ML+Infra expertise at Meta including ads ranking/infra, large language…
Experience
Staff Ml Engineer
Feb 2018 — Present
Recent focus: ML interpretability in ads ranking models, deep learning model understanding (feature/neuron importance understanding, NN model graph traversal understanding), model-feature correlation root causing understanding, etc- Led E2E ML projects that supported key use cases across family of apps (Facebook, Instagram, Oculus, etc)- Saved multi-million US dollars for Meta in human labeling projects by applying NLP and AML techniques- Conducted 100+ interviews (ML/general System Design, Coding, etc)- Delivered MAP user growth for Facebook.
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