leadership
(20)ML systems, production & scaling, execution & collaboration, building for users, conference etiquette.
03 Nov 2024  Ā·  10 min  Ā·  machinelearning engineering production leadership
What to interview for, how to structure the phone screen, interview loop, and debrief, and a few tips.
07 Jul 2024  Ā·  21 min  Ā·  machinelearning career leadership š„
Challenges and lessons from deploying LLM experiences: evals, scalability, guardrails.
31 May 2024  Ā·  2 min  Ā·  llm engineering production leadership
From the tactical nuts & bolts to the operational day-to-day to the long-term business strategy.
12 May 2024  Ā·  1 min  Ā·  llm engineering production leadership š„
End of week debrief, weekly business review, monthly learning sessions, and quarter review.
05 Feb 2023  Ā·  7 min  Ā·  mechanism leadership
Seeking first to understand, earning trust, and preparing for away team work.
08 Jan 2023  Ā·  3 min  Ā·  leadership misc
I'm heading into a team lead role and would like to define the vision and roadmap.
18 Feb 2022  Ā·  3 min  Ā·  leadership datascience career š¬
Show them the data, the Socratic method, earning trust, and more.
04 Jul 2021  Ā·  9 min  Ā·  leadership career
We discussed about how to build and run data teams and engage better with business.
28 Mar 2021  Ā·  10 min  Ā·  datascience leadership
Short vs. long-term gain, incremental vs. disruptive innovation, and resume-driven development.
21 Mar 2021  Ā·  12 min  Ā·  datascience machinelearning leadership
What I learned about hiring and training, and fostering innovation, discipline, and camaraderie.
31 Jan 2021  Ā·  16 min  Ā·  leadership datascience
As careers grow, how does the balance between writing & coding change? Hear from 4 tech leaders.
04 Oct 2020  Ā·  13 min  Ā·  writing career leadership
My chat with James Le about my experience, leadership, agile, ML in production, writing, and more.
03 Sep 2020  Ā·  17 min  Ā·  datascience leadership career lazada
Why (and why not) be more end-to-end, how to, and Stitch Fix and Netflix's experience
09 Aug 2020  Ā·  17 min  Ā·  datascience machinelearning leadership š„
Initially, I didn't like it. But over time, it grew on me. Here's why.
07 Jun 2020  Ā·  10 min  Ā·  mechanism agile leadership datascience
Keynote on how Asia's tech giants scale and their SuperApp strategy.
03 Oct 2019  Ā·  3 min  Ā·  machinelearning engineering leadership
Technical challenges easy compared to business and people issues. Sharing at the BDA Summit.
21 Jun 2018  Ā·  8 min  Ā·  datascience leadership lazada
Culture >> Hierarchy, Process, Bureaucracy.
12 May 2018  Ā·  5 min  Ā·  leadership datascience lazada
How being a Lead / Manager is different from being an individual contributor.
25 Sep 2017  Ā·  5 min  Ā·  leadership datascience lazada
If things are not failing, you're not innovating enough. - Elon Musk
19 Feb 2017  Ā·  3 min  Ā·  leadership datascience lazada
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