Revant Gupta
Software Development Engineer 1, 2 at Amazon
Based in Bengaluru, India
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Seniority
Other
Department
Other
Location
Bengaluru
Industry
Software Development
Company size
767K
Contact information
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r•••••••@amazon.com
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Background
About Revant Gupta
Software Engineer with 5+ years of experience building scalable backend systems and ML infrastructure using Rust, Python, and AWS. I design for performance, reliability, and cost-efficiency across edge and cloud. At Amazon Go, I led the shift to ARM-based edge inference—cutting compute costs by 80% and scaling to 200+ stores. Designed deployment frameworks adopted by 20+ teams and accelerated model launch cycles by a month by streamlining accuracy validation. Improved ML pipeline throughput by 20%, halved recovery time (5→2.5 days), and enabled support for temporal models—reducing ECA by 41% and saving \$300/store/year. Built GenAI tools using LangGraph and Bedrock to automate monitoring workflows, saving 4+ dev hours/week. I drive architecture, cross-team enablement, and measurable system improvements at scale.
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