System design Twitter and scale it for Case Interview
Ai Software Engineer Interview Questions
231 ai software engineer interview questions shared by candidates
How do you prevent overfitting in training a machine learning model?
Explaining RAG architecture and how to implement
Dado una plataforma bancaria, un conjunto de transacciones realizadas por un usuario y un conjunto de categorias que varía constantemente, utiliza un LLM para diseñar un sistema que categorice de la mejor manera posible las transacciones
RAG heavy AI System Design.
Why would you be a good fit for this role?
I was given hypothetical problems based on their previous projects to take home and give my ideas and solutions.
How to approach a brand new project?
- 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.
Asked a hard-level leetcode question.
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