Proven experience building and deploying machine learning models in a production SaaS environment Strong proficiency in Python Strong proficiency in modern AI frameworks such as PyTorch or TensorFlow Deep understanding of natural language processing Deep understanding of transformer architectures Deep understanding of vector databases