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AI Slop Is a Gold Mine (If You Know Where to Dig)
Why the rise of mediocre AI output is the best opportunity you’ve had in years—if you know how to use it.
Apr 21
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AI Slop Is a Gold Mine (If You Know Where to Dig)
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Where does safety come from? (for ML engineers)
From someone who survived Meta and Twitter's bloodbaths: why your tech career might not be as secure as you think – and the three shields to rely on…
Apr 14
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3
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Where does safety come from? (for ML engineers)
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March 2025
The Shortcut Is... Using Your Brain
Why the real shortcut to success in ML engineering isn’t what you think.
Mar 24
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The Shortcut Is... Using Your Brain
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The Tricky Parts of ML Interviews
Master the five challenging domains of machine learning interviews with tips from industry veteran.
Mar 17
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MLEpath
15
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The Tricky Parts of ML Interviews
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Establishing Trust at Work
Learn the key to earning trust at work—whether you’re new to a team or looking to level up—but be warned, it’s easier to lose than to gain.
Mar 10
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3
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Establishing Trust at Work
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Bubble Wrap, Duct Tape, and the Struggle for Deep Work in ML Engineering
How can ML engineers escape the cycle of technical debt? By mastering deep work, strategic time-blocking, and continuous learning to stay ahead in a…
Mar 3
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MLEpath
9
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Bubble Wrap, Duct Tape, and the Struggle for Deep Work in ML Engineering
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February 2025
"AI" Changes Nothing for Devs, Despite what Crappy CEOs Think
AI won’t replace developers soon, but hype lowers salaries, fuels job anxiety, and misleads. Learn why LLMs are tools, not threats, and how to…
Feb 24
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MLEpath
15
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"AI" Changes Nothing for Devs, Despite what Crappy CEOs Think
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The One Tool That Makes or Breaks ML Projects
Learn how to create an ML Design Document that prevents project failures, aligns stakeholders, and ensures scalable, high-impact machine learning…
Feb 17
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MLEpath
12
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The One Tool That Makes or Breaks ML Projects
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Mastering ML Careers & System Design with Valerii Babushkin
🔗 Resources Mentioned
Feb 17
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MLEpath
8
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Mastering ML Careers & System Design with Valerii Babushkin
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59:47
Ville Tuulos - The Art of Machine Learning Timing, Tools, and User Empathy
Feb 11
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4
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Ville Tuulos - The Art of Machine Learning Timing, Tools, and User Empathy
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58:47
The 5 Stages of a Successful ML Project (And Why Most Fail Before They Start)
Learn the 5 key stages of a successful ML project and how to build one that stands out for job applications, portfolios, or production. 🚀
Feb 10
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MLEpath
3
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The 5 Stages of a Successful ML Project (And Why Most Fail Before They Start)
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The Demo Culture is Ruining ML... But It Doesn't Have To
Machine learning demos should drive real AI progress, not just hype—learn how to create iterative, production-ready ML systems that truly work.
Feb 3
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MLEpath
3
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The Demo Culture is Ruining ML... But It Doesn't Have To
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