1. Walk me through your resume 2. Describe your strengths and weaknesses 3. Do you know anything in the front-end space? (For which I said yes and I tried to demonstrate some of the webapps I built) 4. Are you willing to work over weekends on a fixed schedule? (oncall) 5. What are your top 5 skills?
two rounds of Technical interview and mettl test
Technical and behavioral
It was 3 rounds. First round fundamental ML and statistics (PCA, multicollinearity, distributions, clustering). Second round was hands on model building, given a data set and then questions on it.
Q: can you please tell us a bit about your background? Q: How /Where did you get the labels for the NLP task?
How did I move from the ideation stage to a developed product?
touched almost all topics, including Python, NLP, LLM, Model architecture, ML Ops, Deployments (CI/CD).
Oversampling and under sampling difference
How did you handle the most difficult situations in your current role?
Design an algo to find the confidence interval in which a coin is biased or not? Design an approach to give unbiased outcome using biased coin ? Leet code medium level : ARRAY Numerical Probability Questions : Bayes Theorem
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