productivity
(21)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 productivity
A public roadmap to track and share my progress; nothing mission or work-related.
03 Jan 2021  ·  4 min  ·  productivity life
Wrapping up 2020 with writing and site statistics, graphs, and a word cloud.
20 Dec 2020  ·  7 min  ·  productivity life
Time to clear the cache, evaluate existing processes, and start new threads.
06 Dec 2020  ·  4 min  ·  productivity life
Building prototypes helped get buy-in when roadmaps & design docs failed.
11 Oct 2020  ·  6 min  ·  datascience productivity
For years I've refined my routines and found tools to manage my time. Here I share it with readers.
20 Sep 2020  ·  15 min  ·  productivity learning career
My tools for organization and creation, autopilot routines, and Maker's schedule
13 Sep 2020  ·  10 min  ·  productivity learning career
Why read papers, what papers to read, and how to read them.
30 Aug 2020  ·  6 min  ·  learning career productivity
Why (and why not) be more end-to-end, how to, and Stitch Fix and Netflix's experience
09 Aug 2020  ·  15 min  ·  datascience machinelearning productivity career
Ever revisit a project & replicate the results the first time round? Me neither. Thus I adopted these habits.
19 Jul 2020  ·  11 min  ·  datascience productivity
It's not enough to have a good strategy and plan. Execution is just as important.
12 Jul 2020  ·  6 min  ·  datascience productivity
I thought giving it my all led to maximum outcomes; then I learnt about the 85% rule.
09 Jul 2020  ·  3 min  ·  productivity life
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 productivity production python
Haste makes waste. Diving into a data science problem may not be the fastest route to getting it done.
15 Jun 2020  ·  11 min  ·  datascience productivity
Initially, I didn't like it. But over time, it grew on me. Here's why.
07 Jun 2020  ·  9 min  ·  agile leadership datascience productivity
Using a Zettelkasten helps you make connections between notes, improving learning and memory.
05 Apr 2020  ·  6 min  ·  learning writing productivity
Writing begins before actually writing; it's a cycle of reading -> note-taking -> writing.
28 Mar 2020  ·  7 min  ·  learning writing productivity
Automate your experimentation workflow to minimize effort and iterate faster.
15 Mar 2020  ·  6 min  ·  datascience agile python productivity
Taking the best from agile and modifying it to fit the data science process (Part 2 of 2).
02 Feb 2019  ·  13 min  ·  agile datascience productivity
A deeper look into the strengths and weaknesses of Agile in Data Science projects (Part 1 of 2).
26 Jan 2019  ·  12 min  ·  agile datascience productivity