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Vijay Shankar

research computing facilitator

Interests

ACCESS
ansible
aws
azure
campus-champions
cgroups
cifs
cloud
cloud-open-source
cognitive-bias
computer-vision
cui
cybersecurity
data-lifecycle
data-management
data-reproducibility
data-science
deep-learning
federated-authentication
file-systems
gaussian
generative-ai
github
github-pages
gpu
julia
kubernetes
mpi
natural-language-processing
neural-networks
nlp
novel-accelerators
open-ondemand
podman
professional-development
prometheus
pytorch
reinforcement-learning
research-grants
ruby
Rust
scikit-learn
secure-data-architecture
spack
tensorflow
version-control
visIt

Bio

Dr. Vijay Shankar is a bioinformatics staff scientist that directs the Bioinformatics and Statistics core at the Clemson University’s Institute for Human Genetics. He specializes in development and application of statistical approaches and analysis pipelines for interpretation of high-throughput multivariate data generated in biomedical research. Such data include those produced from next-generation sequencing (DNA- and RNA-seq), as well as…

Dr. Vijay Shankar is a bioinformatics staff scientist that directs the Bioinformatics and Statistics core at the Clemson University’s Institute for Human Genetics. He specializes in development and application of statistical approaches and analysis pipelines for interpretation of high-throughput multivariate data generated in biomedical research. Such data include those produced from next-generation sequencing (DNA- and RNA-seq), as well as metaproteomics and metabolomics. Dr. Shankar received his PhD in 2016 from the Biomedical Sciences program at Wright State University, working with Dr. Oleg Paliy on elucidating interactions between human gut microbiome and host pathophysiology through the use of multivariate statistics. The statistical discipline acquired through doctoral research was further developed and refined through his appointment as a bioinformatics research associate (funded by NIH COBRE grant awarded to the Eukaryotic Pathogen Innovation Center) at Clemson University where he helped uncover insights in diverse biological fields and research models. These include genetic characterization in plums, chickens and in environmental microbes, transcriptional responses in biting midges and eukaryotic pathogens such as trypanosomes, and characterization of the developmental biology in swine and bovine. Dr. Shankar’s research now focuses on developing and utilizing new statistical methodologies for unraveling the complexity within single-cell RNA-seq data and integration of multiple ‘omics’ data to uncover insights at the systems-level. He also leads a team of bioinformaticians and systems administrators that manages the 40 node DELL EMC cluster at the Clemson Institute for Human Genetics. The cluster was purpose-built to serve the needs of the researchers at the institute.

Skills

administering-hpc
archiving
backup
bash
big-data
bioinformatics
biology
centos
cluster-support
conda
containers
data-analysis
data-science
duo
ethernet
gatk
genomics
gpu
hpc-cluster-architecture
hpc-operations
jupyterhub
lmod
machine-learning
matlab
monte-carlo
nfs
nvidia
permissions
putty
python
r
research-facilitation
scratch
scripting
sftp
singularity
slurm
smrt
software-installation
ssh
statistics
supervised-learning
trinity
unsupervised-learning
vnc

Affinity Groups

NSF Cyberinfrastructure Professionals
R for HPC
hpc.social

Funded in part by the National Science Foundation

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