Machine Learning Interview Prep (L4-L8) with ML Tech Lead - prev Twitter/Amazon 30m

I am a Staff ML Engineer & Researcher by profession and co-author of the book "Sculpting Data for ML." I have experience designing low-latency, massive-scale ML pipelines from scratch. I have extensively published and reviewed papers at top ML conferences (RecSys, ACL, KDD, ICML, etc) in NLP (LLMs / GenAI) and Deep Learning domains (800+ citations). I am also an instructor at InterviewKickstart, teaching Deep Learning and GenAI to help candidates crack their next FAANG interview.
I have taken 200+ ML interviews (Modeling / Systems / Foundational / Research) to date across all levels (MLE I to Sr. Staff MLE) at big tech (Twitter/Amazon) as well as startups. I can provide you with a successful high-level structure to follow for any ML interview. More about me @ rishabhmisra.github.io
Instructions
- Please let me know what type of interview you want to do (ML Modeling / ML Fundamentals / ML Systems)
- Please share your resume (if possible) so that I can get a sense of your background
- Please let me know if you want to focus on any specific aspect/case study for the interview
- Please share job posting you're targeting (if any)
Note 1: I might not be able to help you if you're considering interviewing my present company
Note 2: Please reach out on LinkedIn in case none of the available times work for you: https://www.linkedin.com/in/misrarishabh - my DMs are open. I frequently accommodate for urgency / requested timeslots.
(GMT-11:00) Alofi