Casual Inference

Casual Inference

Home
Archive
About
Data science as a top-level department
The downsides of embedding data science in functional departments in the early stages
Jun 30, 2024 • 
Seong Hyun Hwang
Rethinking stereotypes
Not all stereotypes are wrong. Some are useful.
May 23, 2024 • 
Seong Hyun Hwang
Growing fast and profitably without hitting the ceiling
How omni-channel strategy can grow your DTC startup: a simulation case study
Jul 26, 2023 • 
Seong Hyun Hwang
Designing a well-functioning data science team
Team size isn't the only thing that matters!
May 17, 2023 • 
Seong Hyun Hwang
Being a data science manager isn't what you think it is
You don't need to become a people manager to be successful
May 13, 2023 • 
Seong Hyun Hwang
Most Popular
View all
How Direct-to-Consumer (DTC) brands can guide the customer experience from start to finish
Nov 17, 2022 • Seong Hyun Hwang
Free-flowing project management for data science
Jul 21, 2022 • Seong Hyun Hwang
Demystifying algorithms in digital products
May 1, 2022 • Seong Hyun Hwang
Being a data science manager isn't what you think it is
May 13, 2023 • Seong Hyun Hwang
In search of the best ramen in town
Avoiding the flaw of a simple average
Apr 29, 2023 • 
Seong Hyun Hwang
How to estimate square roots quickly in your head
RIP calculators 🪦
Feb 23, 2023 • 
Seong Hyun Hwang
What I'm stopping, continuing, and starting
Onward to 2023. The best is yet to come!
Jan 1, 2023 • 
Seong Hyun Hwang
What I Read #2
Managing a data team, delegating tasks, data team branding, and more
Dec 9, 2022 • 
Seong Hyun Hwang
How Direct-to-Consumer (DTC) brands can guide the customer experience from start to finish
Personalization and recommendations in action: winning strategies and tactics 💯
Nov 17, 2022 • 
Seong Hyun Hwang
What I Read #1
σ-driven project management, culture-market fit, and more
Oct 24, 2022 • 
Seong Hyun Hwang
On startup founder ethics
A journey to the dark side is a slippery slope
Sep 27, 2022 • 
Seong Hyun Hwang
Casual Inference
Casual Inference
Deep dives into AI, machine learning, data science, tech startups, data teams and careers
Recommendations
Work Chronicles
Work Chronicles
Work Chronicles
Data Science Doodles
Data Science Doodles
Rachel Moon

Casual Inference

AboutArchiveRecommendations
© 2025 Seong Hyun Hwang
Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture