Moved from scikit-learn to PyTorch for daily work - Studied transformer architecture, attention mechanisms, scaling laws - Fine-tuned a model for an internal NLP task (replacing an older sklearn pipeline) - Milestone: Delivered 8% accuracy improvement using transformer model