The interview process at Data Patterns was both technical and practical. They asked about my experience with AI decision systems and deployment strategies using cloud services. The discussion around Natural Language Processing (NLP) and real-time analytics was particularly engaging.
Questions asked during the interview:
- What challenges have you faced when implementing NLP models?
- How do you optimize machine learning models for real-time predictions?
- Can you describe the deployment of a model using AWS SageMaker or Azure ML?
- What strategies do you use for model retraining and version control?
- How do you ensure data privacy and security in AI applications?