Stages: Technical interview about my experience Take home task with very loose objectives. 1 week to complete. Implement an API that allows users to upload a photo, processes the photo and returns resulting photo. Discussing home task submission with the team.
what can I do if the data does not fit into the batch size?
What's your favorite hobbies ?
Several coding questions across all interviews.
Think through a "session prep" tool for clinicians supported by ML
- How to recognize when an object detection model performs well - How to automatically determine the number of clusters in K-means clustering
Did you ever have to develop your own loss function?
- Why would you like to change job? (HR) - What use cases have you worked with? What would you like to do next? Are you familiar with technology x,y,z? (head of ML) - Various questions regarding the assignment. Why did you chose this model, KPI etc.? Explain the KPI to a non-technical audience. Questions around production scenarios. (possible collegues)
general questions and contact later for technical interview
collab filtering, ML, previous experience
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