Even though the recruiter informed me that I had successfully passed the first interview round, I never received any follow-up communication afterward. Unfortunately, based on that experience, I wouldn’t recommend interviewing with them.

ML Basics Questions:

• How to evaluate an LLM-based system—both offline and online.
• How to reduce model latency by decreasing parameters or using other techniques without significant information loss.
• What additional approaches can be used to improve model serving latency.
• How the teacher–student (knowledge distillation) approach works.