Tag:
leadership
(20)
Search39 Lessons on Building ML Systems, Scaling, Execution, and More
ML systems, production & scaling, execution & collaboration, building for users, conference etiquette.
03 Nov 2024 · 10 min · machinelearning engineering production leadership
How to Interview and Hire ML/AI Engineers
What to interview for, how to structure the phone screen, interview loop, and debrief, and a few tips.
07 Jul 2024 · 21 min · machinelearning career leadership 🔥
Netflix PRS 2024 - Applying LLMs to Recommendation Experiences
Challenges and lessons from deploying LLM experiences: evals, scalability, guardrails.
31 May 2024 · 2 min · llm engineering production leadership
What We've Learned From A Year of Building with LLMs
From the tactical nuts & bolts to the operational day-to-day to the long-term business strategy.
12 May 2024 · 1 min · llm engineering production leadership 🔥
Mechanisms for Effective Technical Teams
End of week debrief, weekly business review, monthly learning sessions, and quarter review.
05 Feb 2023 · 7 min · mechanism leadership
What To Do If Dependency Teams Can’t Help
Seeking first to understand, earning trust, and preparing for away team work.
08 Jan 2023 · 3 min · leadership misc
Mailbag: How to Define a Data Team's Vision and Roadmap
I'm heading into a team lead role and would like to define the vision and roadmap.
18 Feb 2022 · 3 min · leadership datascience career 📬
Influencing without Authority for Data Scientists
Show them the data, the Socratic method, earning trust, and more.
04 Jul 2021 · 9 min · leadership career
Bukalapak - Fireside Chat with the Data Science team
We discussed about how to build and run data teams and engage better with business.
28 Mar 2021 · 10 min · datascience leadership
Choosing Problems in Data Science and Machine Learning
Short vs. long-term gain, incremental vs. disruptive innovation, and resume-driven development.
21 Mar 2021 · 12 min · datascience machinelearning leadership
Growing and Running Your Data Science Team
What I learned about hiring and training, and fostering innovation, discipline, and camaraderie.
31 Jan 2021 · 16 min · leadership datascience
Is Writing as Important as Coding?
As careers grow, how does the balance between writing & coding change? Hear from 4 tech leaders.
04 Oct 2020 · 13 min · writing career leadership
Datacast Podcast - Effective Data Science with Eugene Yan
My chat with James Le about my experience, leadership, agile, ML in production, writing, and more.
03 Sep 2020 · 17 min · datascience leadership career lazada
Unpopular Opinion: Data Scientists Should be More End-to-End
Why (and why not) be more end-to-end, how to, and Stitch Fix and Netflix's experience
09 Aug 2020 · 17 min · datascience machinelearning leadership 🔥
What I Love about Scrum for Data Science
Initially, I didn't like it. But over time, it grew on me. Here's why.
07 Jun 2020 · 10 min · mechanism agile leadership datascience
OLX Prod Tech 2019 Keynote - Asia's Tech Giants & SuperApps
Keynote on how Asia's tech giants scale and their SuperApp strategy.
03 Oct 2019 · 3 min · machinelearning engineering leadership
Big Data & Analytics Summit - Data Science Challenges @ Lazada
Technical challenges easy compared to business and people issues. Sharing at the BDA Summit.
21 Jun 2018 · 8 min · datascience leadership lazada
Building a Strong Data Science Team Culture
Culture >> Hierarchy, Process, Bureaucracy.
12 May 2018 · 5 min · leadership datascience lazada
My first 100 days as Data Science Lead
How being a Lead / Manager is different from being an individual contributor.
25 Sep 2017 · 5 min · leadership datascience lazada
One way to help a data science team innovate successfully
If things are not failing, you're not innovating enough. - Elon Musk
19 Feb 2017 · 3 min · leadership datascience lazada
Join 9,300+ readers getting updates on machine learning, RecSys, LLMs, and engineering.