Writing
Notes
Short technical notes, reflections, and learning logs. Working thoughts, not polished essays.
- Comparing Streamlit and Hugging Face Spaces for ML demos
When I reach for Streamlit Community Cloud versus a Gradio app on Hugging Face Spaces — and the trade-offs that decide it.
- deployment
- demos
- MLOps
- Streamlit
- +1
- How I think about feature leakage
A short checklist I run through to catch data leakage before it inflates my validation scores.
- machine learning
- evaluation
- best practices
- Lessons from training a segmentation model
What actually moved the needle when segmenting thin, rare structures — and what didn't.
- computer vision
- segmentation
- deep learning