I work at the intersection of consumer data & tech to help customers via machine learning systems. I write about effective data science, learning, and career to help readers.
Just released: How To Be An Effective Data Scientist 馃殌, a free email course.
Other resources:
Jupyter, Papermill, MLflow02 Aug 2020 路 10 min 路 [ learning communication ]
Surprising lessons I picked up from the best books, essays, and videos on writing non-fiction.
26 Jul 2020 路 14 min 路 [ learning omscs ]
Why OMSCS? How can I get accepted? How much time needed? Did it help your career? And more...
23 Jul 2020 路 3 min 路 [ engineering python til ]
I couldn't find any guides on serving HTML with FastAPI, thus I wrote this to plug the hole on the internet.
21 Jun 2020 路 17 min 路 [ engineering productivity production python ]
After this article, we'll have a workflow of tests and checks that run automatically with each git push.
07 Jun 2020 路 9 min 路 [ agile business datascience productivity ]
Initially, I didn't like it. But over time, it grew on me. Here's why.
25 May 2020 路 15 min 路 [ machinelearning engineering production ]
Can maintaining machine learning in production be easier? I go through some practical tips.
05 Apr 2020 路 6 min 路 [ learning communication productivity ]
Using a Zettelkasten helps you make connections between notes, improving learning and memory.
27 Feb 2020 路 11 min 路 [ career datascience lazada ]
How hard work, many failures, and a bit of luck got me into the field and up the ladder.
13 Jan 2020 路 15 min 路 [ recsys machinelearning python learning ]
Beating the baseline using Graph & NLP techniques on PyTorch, AUC improvement of ~21% (Part 2 of 2).
26 Jan 2019 路 12 min 路 [ agile datascience productivity business ]
A deeper look into the strengths and weaknesses of Agile in Data Science projects (Part 1 of 2).