Projects#
Books & Publications#
Deep Learning at Scale#
O'Reilly, 2024
A comprehensive guide to building production-ready deep learning systems, covering hardware optimization, distributed training, and efficient deployment strategies.
Curious Cassie Children's Book Series#
2023-2024
Educational children's books combining storytelling with STEM concepts, designed to inspire young minds through adventure and discovery.
Technical Projects#
Reproducible Machine Learning#
Framework and best practices for achieving reproducibility in deep learning research and production systems.
Label Noise with CleanLab#
Research on data quality and label noise detection in machine learning datasets using confident learning techniques.
Feature Analysis#
Comparative analysis of dimensionality reduction techniques for understanding neural network representations.
O'Reilly Interactive Katacoda Series#
Interactive learning scenarios for reproducible machine learning, published on the O'Reilly platform.
Open Source Contributions#
KCD (Kubernetes Cluster Debugger)#
Tools and utilities for debugging Kubernetes clusters and understanding pod lifecycle issues.