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Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com>
opensearch-project · Mar 5, 2025 · cb5ecb0 · cb5ecb0
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diff --git a/_community_members/cnolet.md b/_community_members/cnolet.md
@@ -21,4 +21,4 @@ permalink: '/community/members/cnolet.html'
 redirect_from: '/authors/cnolet/'
 ---
 
-Corey Nolet is a Data Scientist and Principal Engineer at NVIDIA, where he focuses on building and scaling machine learning and vector search algorithms to support extreme data loads at light speed. Prior to working at NVIDIA, Corey spent over a decade building massive-scale exploratory data science & real-time analytics platforms for big-data and HPC environments in the defense industry. Corey holds Bs. & Ms. degrees in Computer Science. He is also a Ph.D. candidate in the same discipline, focused on the acceleration of algorithms at the intersection of graph and machine learning. Corey has a passion for using data to make better sense of the world. 
+Corey Nolet is a Data Scientist and Principal Engineer at NVIDIA, where he focuses on building and scaling machine learning and vector search algorithms to support extreme data loads at light speed. Prior to working at NVIDIA, Corey spent over a decade building massive-scale exploratory data science and real-time analytics platforms for big-data and HPC environments in the defense industry. Corey holds B.S. and M.S. degrees in Computer Science. He is also a Ph.D. candidate in the same discipline, focused on the acceleration of algorithms at the intersection of graph and machine learning. Corey has a passion for using data to make better sense of the world. 
diff --git a/_community_members/kshitizgupta21.md b/_community_members/kshitizgupta21.md
@@ -14,11 +14,11 @@ breadcrumbs:
     - title: 'Kshitiz Gupta&apos;s Profile'
       url: '/community/members/kshitizgupta21.html'
 github: kshitizgupta21
-job_title_and_company: 'Deep learning solutions architect at NVIDIA'
+job_title_and_company: 'Deep Learning Solutions Architect at NVIDIA'
 personas:
   - author
 permalink: '/community/members/kshitizgupta21.html'
 redirect_from: '/authors/kshitizgupta21/'
 ---
 
-Kshitiz Gupta is a deep learning solutions architect at NVIDIA helping customers solve their business problems with GPU-accelerated AI across different industries. Kshitiz earned his bachelor's degree from UC Berkeley where he studied statistics and machine learning. Outside of work, he enjoys traveling and hiking 
+Kshitiz Gupta is a Deep Learning Solutions Architect at NVIDIA, helping customers solve their business problems with GPU-accelerated AI across different industries. Kshitiz earned his bachelor's degree from UC, Berkeley, where he studied statistics and machine learning. Outside of work, he enjoys traveling and hiking. 
diff --git a/_community_members/nwstephens.md b/_community_members/nwstephens.md
@@ -21,4 +21,4 @@ permalink: '/community/members/nwstephens.html'
 redirect_from: '/authors/nwstephens/'
 ---
 
-Nathan Stephens works in developer relations at NVIDIA, building the ecosystem for GPU accelerated vector search. His background is in data and data science. He has experience building data science teams, architecting analytic infrastructure, and delivering innovative data products. Nathan is a longtime advocate for operationalizing data science using open source software. 
+Nathan Stephens works in developer relations at NVIDIA, building the ecosystem for GPU-accelerated vector search. His background is in data and data science. He has experience building data science teams, architecting analytic infrastructure, and delivering innovative data products. Nathan is a longtime advocate for operationalizing data science using open-source software.