How to measure the performance of a machine learnign model?
Ai Developer Technology Engineer Interview Questions
3,096 ai developer technology engineer interview questions shared by candidates
It consisted of a DSA question and an ML question
- Design an ML pipeline for ingesting documents with fault tolerance for external model API’s. - Design an eval pipeline with a small set of question and answers. - Debug a fastapi server code - Review and critique infrastructure code base
How do you make sure you stay up to date with what's currently the best in AI/ML?
1. As I mentioned Operating Systems in my resume, first question he asked was on output of fork system call and then discussion over it followed. 2. Next was a coding question. It was to find the length of longest bitonic sequence in the given sequence of numbers. Bitonic sequence is the one which increases first and then decreases. 3. This one was to find the square root of the number without using the inbuilt function.
Tell me about the LLM architecture? Transformers explanation? What is the deployment and fine tuning methods for LLMs ? About RAGs?
How RAG system works. Explain the Architecture of RAG model.
What is RAG? Full form and techniques.
Do you use Github (or other techs listed on the job description)?
1)What is multicollinearity 2)Why will you not consider outliers in your model? 3)what are the assumptions you make in ML algorithms? 4)how do you deal with missing values? 5)what if you have 75 percent of the columns in your data is bull how do you handle??
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