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Merge pull request #4000 from vigyasharma/adaptive
[Blog Post] Adaptive Refresh for Resilient Segment Replication
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_community_members/noushka.md

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name: Anoushka Gade
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short_name: noushka
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photo: '/assets/media/community/members/noushka.jpg'
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title: 'Software Engineer – Amazon Search'
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primary_title: Anoushka Gade
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icon: community
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- title: Community
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url: /community/index.html
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- title: Members
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url: /community/members/index.html
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- title: 'Anoushka Gade's Profile'
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url: '/community/members/anoushka-gade.html'
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job_title_and_company: 'Software Engineer at Amazon Search'
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permalink: '/community/members/anoushka-gade.html'
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**Anoushka Gade** works at Amazon on high-performance Lucene search infrastructure, focusing on index freshness, replication, and bite-sized commit optimizations. Her research spans retrieval-augmented language models, including temporally aware retrieval (TempRALM) and a study on retrieval-enhanced math question-answering.

_community_members/vigyas.md

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short_name: vigyas
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name: Vigya Sharma
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title: 'OpenSearch Community Member: Vigya Sharma'
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photo: '/assets/media/community/members/vigyas.jpg'
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title: 'Principal Engineer – Amazon Search'
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primary_title: Vigya Sharma
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job_title_and_company: 'Senior Software Engineer at Amazon Web Services'
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job_title_and_company: 'Principal Engineer at Amazon Search'
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permalink: '/community/members/vigya-sharma.html'
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github: vigyasharma
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linkedin: vigyasharma
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**Vigya Sharma** is a Senior Software Engineer at Amazon Web Services. His projects focus on providing a managed service experience to Amazon Elasticsearch Service customers. Vigya is passionate about distributed systems and likes to solve problems around large scale systems. Vigya holds a Masters degree in Computer Science from IIT Delhi.
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**Vigya Sharma** is a Principal Engineer at Amazon Search, working at the intersection of distributed systems, information retrieval, and AI-powered search. His work focuses on making search more scalable, intelligent, and responsive to how people naturally express what they're looking for. Vigya is a contributor to and PMC member of the Apache Lucene project.

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