title

Mandy Liu | Substack

title

title

title

title

og:url

https://substack.com/@mandyliu

og:type

article

og:title

Mandy Liu | Substack

og:description

Lead Data Scientist (ex-Meta, ex-EY) turned solopreneur. I help you build brands, land data jobs, and negotiate higher offers.

og:image

https://substackcdn.com/image/fetch/$s_!FkGO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8260eac3-7397-4f49-be15-44b650c177aa_1248x1248.png

twitter:title

Mandy Liu | Substack

twitter:description

Lead Data Scientist (ex-Meta, ex-EY) turned solopreneur. I help you build brands, land data jobs, and negotiate higher offers.

twitter:image

https://substackcdn.com/image/fetch/$s_!FkGO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8260eac3-7397-4f49-be15-44b650c177aa_1248x1248.png

twitter:card

summary

apple-touch-icon

https://substackcdn.com/icons/substack/apple-touch-icon.png

canonical

https://substack.com/@mandyliu

icon

https://substackcdn.com/icons/substack/icon.svg

preconnect

https://substackcdn.com

preload

https://substackcdn.com/bundle/theme/reader2.5fbe116352f1c5c45963.css