- Train a neural network using PyTorch and validate it. Plotting whatever convenient metrics you want. - Write some preprocessing code to center crop some images and include the annotations within the crop according to some chosen criteria. - Build a very basic docker image - Answer an open-ended question about classifying a dataset with a lot of unlabelled images and a few labelled ones.
Talk about your previous ML projects
Implement RAG with cosine similarity in Numpy and connect to a Postgres database
How would you test a class?
Python-related technical question, demonstrating your knowledge of Python specifically (as opposed to programming in general). By no means a trap question.
Describe the previous research programs. Answer several SQL, AI related questions. For example, some simple SQL code implement, simple AI Algorithms like decision tree or kmeans. Total time: about 20 minutes.(on site)
Pretty standard tech interview focused on the take-home assignment background experience.
Asked a hard-level leetcode question.
Are you comfortable working in a multidisciplinary role if offered one?
Make a wordle like game which connects with the API.
Viewing 1991 - 2000 interview questions