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
RAG heavy AI System Design.
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
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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