VG.
VG.

Hello
I'm Vineeth

Currently a PhD student at the University of Delaware

Seeking full time positions.

Expertise in DL/ML, PyTorch, Tensorflow and related tools; worked extensively on scaling of distributed workflows on NVIDIA and AMD GPUs

About Me

Located in Newark, DE. I'm a 5th year PhD Student working at the intersection of Bioinformatics and High Performance Computing (HPC) in CRPL lab (CIS) at University of Delaware.

Interested in Machine Learning and HPC with a focus on portability, scalability, and performance of Deep Learning (DL) applications running on HPC systems.

Projects

1 / 3
📄 Publication
UNNT

Utility for comparing Neural Net and Tree-based models (UNNT) enables users with structured (tabular) data to compare CNN and XGBoost models by providing a utility to train both models. Work published in PLOS Computational Biology

MLDLCNNXGBoostDrug response models
</>💻 Project
Scaling ML on Frontier Exascale system

Scaling ML/DL workflows on the AMD MI250X GPUs on the Frontier Exascale system at Oak Ridge National Lab (ORNL). Photo credit ORNL on Flickr.

MLDLAMD MI250X GPUs
</>💻 Project
ONNX-toolchain

Project to convert ML models between various frameworks such as PyTorch, TensorFlow, and ONNX to increase portability

MLDLportabilityONNXRuntime

Contact Me

Preferred contact
vineethgutta [at] gmail [dot] com