Analyze errors of models and design strategies to overcome them Deploy, maintain, and upgrade ML models and pipelines Building GenAI solutions, namely prompt engineering (e.g: Langchain), fine-tuning and serving LLMs, search and embeddings, etc. MLOps, favorably in AWS (e.g: Sagemaker) as well as standards tools (e.g: MLFlow) Visualizing and manipulating big datasets NLP