Focus Areas
My degree work emphasizes production-ready AI, not just theory.
- machine learning foundations
- deep learning
- data-centric experimentation
- software engineering for AI systems
Practical Impact
University projects keep sharpening how I reason about model quality, evaluation strategy, and deployment constraints.