PhD in Computer Science at UC Irvine (2018), BSc in Biochemistry at Rice University (2012). 15+ years experience in programming and AI. 15+ papers, 1,000+ citations, H-index 15.
ML Expertise:
- Ultra large scale (petaFlops++) model training and data processing.
- Industry leading large models - theoretical development and implementation.
- Auction, recommendation and ranking systems.
- Loss engineering, transfer learning, and online learning.
- Heterogeneous model architectures, cascading models and foundation models.
- Industry scale user modeling with large transformer models.
Other Experience:
- Applicative machine learning and statistics.
- Bioinformatics and systems biology.
- Python, C++ and java.
- Open source ML systems.
I use this website to provide access to my info, contact and full papers.