ML Master Plan 2025
Hi, All <3 My goal for 2025–2026 is to become an MLE (Machine Learning Engineer) with a strong focus on NLP and Generative AI. I’m still learning the ins and outs of GenAI, but I’m diving in with a “learn in public” approach. Playing it safe doesn’t get you anywhere near. Right now, I’m preparing for interviews at top tech companies. I know what I want, and I know what it takes to get there. My plan is clear: Master Data Structures and Algorithms Sharpen System Design Revisit Core ML Concepts Learn ML System Design Go deep into GenAI Understand GenAI System Design I’m giving myself 2–3 months to make this happen. Every day, I aim to solve 5–6 LeetCode problems. Especially the ones that scare me: Dynamic Programming, Graphs, Tries. I pick one system design concept to break down in detail. And alongside all of this, I’m learning Generative AI on Educative and actively applying to jobs. This is my edge. Be on the cutting fucking edge or go extinct. That’s it. ...