Ryan Spring Email & Phone Number

Santa Clara, CA, US

• PyTorch Just-In-Time (JIT) Compiler Team
• Developing a backend for the PyTorch JIT compiler to generate optimized CUDA code
• Researching how to synthesize high-performance schedules for the compiler backend using machine learning

Houston, TX, US

My PhD research operates at the intersection of Deep Learning and Randomized Hashing. Specifically, my thesis focused on how to train large-scale, distributed neural networks efficiently using LSH and Count-Sketches. I also investigated how to build sophisticated question-answering (QA) systems and large-scale language models.

Santa Clara, CA, US

• I am working in the Applied Deep Learning Research group on NLP models led by Bryan Catanzaro.
• Developing state-of-the-art Question-Answering systems leveraging large-scale NLP deep learning models (e.g. BERT, GPT-2, XL-Net, RoBERTa)
• Generating High-Quality Synthetic Questions for low-resource, domain-specific question answering systems

Palo Alto, CA, US

Host: Amazon Search Lab at A9

Santa Clara, CA, US

Deep Learning Frameworks Team* Studied sparsity features for next-generation architectures and their potential impact on deep learning frameworks

Cambridge, MA, US

Computational Methods for Large Scale Machine LearningSpeeding up computation for Deep Learning; Examining hashing and matrix factorization techniques

Hampton, Virginia, US

My project is to design a software system to monitor the dynamics of aerial vehicles. The monitor is a constant-space real-time embedded program that determines if a vehicle is obeying the safety constraints set by the designer. The purpose of the project is allow other, high-performance controllers to run on airplanes while maintaining the same level of.

Santa Clara, California, US

• Created a Microsoft.NET console program to read and modify registers on Intel Atom Processors
• Designed a register post-processing program that handles merging data into a Microsoft Excel spreadsheet and efficiently comparing different register dump files
• Programmed an automatic PowerPoint generator that analyzes and creates charts from an Excel Spreadsheet
• Built a Desktop Sharing Application to remotely access and control Android devices
• Constructed a test automation tool to streamline regression test under a variety of platform settings

Doctor Of Philosophy (Ph.D.), Computer Science

Master Of Science (Ms), Computer Science

Bachelor'S Degree, Computer Science