Sr. Deep Learning Engineer
Current
Jun 2023 - Present
AeroLeads people directory · profile
Arvind Kumar Email & Phone Number
Deep Learning / Genomics / Computational Science
at
Illumina
LinkedIn matched
✓ Verified May 2026
3 data sources
Profile completeness 100%
Current company
Role
Deep Learning / Genomics / Computational Science
Location
San Francisco Bay Area, United States, United States
Who is Arvind Kumar? Overview
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Quick answer
Arvind Kumar is listed as Deep Learning / Genomics / Computational Science at Illumina, based in San Francisco Bay Area, United States, United States. AeroLeads shows a matched LinkedIn profile for Arvind Kumar.
Arvind Kumar previously worked as Sr. Deep Learning Engineer at Illumina and Deep Learning Engineer at Illumina. Arvind Kumar holds Master Of Science - Ms, Data Science (Computational & Mathematical Engineering) from Stanford University.
Company email context
Email format at Illumina
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Illumina
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Profile bio
About Arvind Kumar
Developing computational lenses to study biology. Interested in exploring diverse life science problems and solving them with like-minded individuals
Listed skills include Machine Learning, C++, Python, Signal Processing, and 12 others.
Current workplace
Arvind Kumar's current company
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5 roles
Arvind Kumar work experience
A career timeline built from the work history available for this profile.
Deep Learning Engineer
Developed modeling and interpretation tools for single-cell chromatin accessibility in human cancer. Using deep learning, we discovered regulatory patterns defining diverse cellular states. We further use the model for variant interpretation, thereby nominating mutations disrupting important function. Published our method in Science.
Jul 2022 - Jun 2023
Deep Learning Software Engineer
Developed a Kubernetes-based API system and AutoML algorithms for TAO (Train-Adapt-Optimize), NVIDIA's low-code Deep learning toolkit: https://developer.nvidia.com/tao-toolkit
Jun 2021 - Jul 2022
Research Assistant
Built G-Nomix and XGMix, two state-of-the-art Local Ancestry Inference methods. Paper (https://www.biorxiv.org/content/10.1101/2021.09.19.460980v1). GitHub (https://github.com/AI-sandbox/gnomix). XGMix won best paper award at ICLR 2020 AI4AH Workshop. The paper is hosted at: https://www.biorxiv.org/content/10.1101/2020.04.21.053876v1.full.pdf+html
Mar 2020 - Jun 2021
Machine Learning Consultant
Built a self-supervised NLP algorithm to understand technical documents and provide automated responses. Used these models and annotated customer issue resolution datasets to improve customer retention
Sep 2019 - Mar 2020
2 education records
Arvind Kumar education
Master Of Science - Ms, Data Science (Computational & Mathematical Engineering)
Stanford University
Bachelor Of Technology (B.Tech.), Electronics And Communications Engineering
National Institute Of Technology Karnataka
FAQ
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Quick answers generated from the profile data available on this page.
What company does Arvind Kumar work for?
Arvind Kumar works for Illumina.
What is Arvind Kumar's role at Illumina?
Arvind Kumar is listed as Deep Learning / Genomics / Computational Science at Illumina.
Where is Arvind Kumar based?
Arvind Kumar is based in San Francisco Bay Area, United States, United States while working with Illumina.
What companies has Arvind Kumar worked for?
Arvind Kumar has worked for Illumina, Nvidia, Stanford University, and Ascendo Ai.
How can I contact Arvind Kumar?
You can use AeroLeads to view verified contact signals for Arvind Kumar at Illumina, including work email, phone, and LinkedIn data when available.
What schools did Arvind Kumar attend?
Arvind Kumar holds Master Of Science - Ms, Data Science (Computational & Mathematical Engineering) from Stanford University.
What skills is Arvind Kumar known for?
Arvind Kumar is listed with skills including Machine Learning, C++, Python, Signal Processing, Matlab, Linear Algebra, Statistical Data Analysis, and Deep Learning.
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