
Machine Learning Engineer at Revcloud
I'm a machine learning engineer at Revcloud. I build the ML systems that serve about 50,000 people a day, plus the AWS and Azure infrastructure they run on. I finished my computer science degree at COMSATS in 2025, but I'd already been working as an engineer since my second year. I've also sat on the other side of the interview table for around twenty candidates in backend, AI and web roles. Most of what I write here comes out of that.
First job internship search tips that get a student from zero experience to their first offer.
A classmate put my name forward in my second year of university. What made him willing to do it, and what the referral could not do for me once I was in the room.