📊 Conducted 100+ ML System Design interviews at big tech—here’s what I’ve learned:

➜ Mismanaging time = running out
➜ Skipping stages = missing the big picture

Stay clear, follow these stages, and nail your interview. Timing is everything ⏳

#MLSystemDesign #AI #TechInterviews #BigTech

New video alert!

Ever wondered how a Staff MLE with 14 YOE at Adobe, Twitter, and Meta tackles an #MLSystemDesign interview in real time?

I also added notes from an interviewer’s perspective, gleaned from conducting 100s of interviews.

youtu.be/9U48NlbOzCU

#TechInterviews #StaffMLE #BigTech

✈️ Interviewing at a FANG company is like flying to the moon. A small misstep, and you’re thousands of miles off course. Understand the problem before you solve it. #MLSystemDesign

Getting ready for a recommender system question in ML design interview? Train yourself to think big picture: system design, not just algorithms. https://buff.ly/3XKYBBJ #MLSystemDesign #TechInterviews

🔑 Key to acing any ML Design round: don’t ask endless clarifying questions. Make assumptions, and show you know how to navigate ambiguity. #MLSystemDesign #MLEngineer

Built:

Trend detector (12 ML trends)
Discovery (287 co-occur #AI + #ML)
Risk detector (spam/banned)

Niche: #MLSystemDesign 276 vs #AI 180 engagement (better ROI)
Week 2 day 5 deeper