engineering
(18)How they differ and why they work better in different situations.
20 Mar 2022  ·  6 min  ·  engineering datascience misc
Hard-won lessons on how to start data science projects effectively.
06 Mar 2022  ·  7 min  ·  datascience engineering productivity
Breaking it into offline vs. online environments, and candidate retrieval vs. ranking steps.
27 Jun 2021  ·  11 min  ·  teardown production engineering recsys 🔥
Pointers to think through your methodology and implementation, and the review process.
07 Mar 2021  ·  14 min  ·  writing machinelearning engineering
Three documents I write (one-pager, design doc, after-action review) and how I structure them.
28 Feb 2021  ·  9 min  ·  writing engineering productivity ❤️
Access, serving, integrity, convenience, autopilot; use what you need.
21 Feb 2021  ·  18 min  ·  teardown machinelearning engineering 🔥
What the top teams did to win the 36-hour data hackathon. No, not machine learning.
14 Feb 2021  ·  6 min  ·  datascience engineering misc
What questions do they answer? How do they compare? What open-source solutions are available?
25 Oct 2020  ·  15 min  ·  teardown datascience engineering 🔥
Checking for correct implementation, expected learned behaviour, and satisfactory performance.
06 Sep 2020  ·  13 min  ·  machinelearning engineering python
Updating our FastAPI app to let users select options and download results.
05 Aug 2020  ·  3 min  ·  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.
23 Jul 2020  ·  3 min  ·  engineering python til 🔥
I wanted to add my recent writing to my GitHub Profile README but was too lazy to do manual updates.
11 Jul 2020  ·  3 min  ·  engineering python til
After this article, we'll have a workflow of tests and checks that run automatically with each git push.
21 Jun 2020  ·  17 min  ·  engineering production python productivity 🔥
A curious discussion made me realize my expert blind spot. And no, Airflow is not late.
17 Jun 2020  ·  3 min  ·  datascience engineering production til
Can maintaining machine learning in production be easier? I go through some practical tips.
25 May 2020  ·  15 min  ·  machinelearning engineering production
I thought deploying machine learning was hard. Then I had to maintain multiple systems in prod.
18 May 2020  ·  13 min  ·  machinelearning engineering production
OMSCS CS6200 (Introduction to OS) - Moving data from one process to another, multi-threaded.
15 Dec 2019  ·  6 min  ·  omscs learning engineering
OMSCS CS6300 (Software Development Process) - Java and collaboratively developing an Android app.
13 Aug 2017  ·  5 min  ·  omscs learning engineering