3 rounds of interviews, waiting for about 1~2 months for the results; project narrative+basic coding + manager interview; in the manager round i presented some ideas for the internship project
Interview questions [1]
Question 1
Using Python to implement llm sampling algorithm, like top-K and top-P sampling; stress test during the middle
First round HM interview, project Q&A.
Second round Python coding, ML basic algorithm (k-means and KNN).
Third round, tech interview about projects. Like the ML design of speech synthesis.
1 week later offer call.
Interview questions [1]
Question 1
What is the biggest challenge during your project?
What do you think the main direction of future tech development?
A 20 minutes presentation of my research works. Basically, it is a smaller presentation than the ones you did at conferences/seminars. The interviewer will ask questions regarding the details. Pretty easy if you are familiar with your own works.