Revant Gupta
Software Development Engineer 1, 2 at Amazon
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolRevant Gupta is a pragmatic software engineer with 5+ years (8 years total experience) building high-performance backend systems and ML infrastructure using Rust, Python, and AWS, focused on cost-efficient edge and cloud deployments. At Amazon Go he led the move to ARM-based edge inference, cutting compute costs by 80% while scaling to 200+ stores and piloting services across cloud and on-premise environments. He designs deployment frameworks and unified infrastructure that 20+ teams adopted, speeding model launches and improving ML pipeline throughput by 20% while halving recovery time. His work on temporal model support and frame-overlap configuration delivered measurable ECA reductions and per-store CapEx savings, and he has automated monitoring and GenAI workflows to reclaim engineering hours weekly. Grounded in systems-level coding (Rust, C++, Java) and cloud automation (CloudFormation, ECS, S3, CloudWatch), he blends low-level performance optimization with cross-team enablement to drive tangible operational impact. Based in Bengaluru, he is equally comfortable shipping device-level Android/Rust solutions as architecting large-scale ML deployment frameworks.
8 years of coding experience
1 year of employment as a software developer
Physics, Chemistry, Maths, C++, Class 9 - 12, Physics, Chemistry, Maths, C++, Class 9 - 12 at Delhi Public School, Gurgaon (Sector 45)Computer Science, Computer Science, Computer Science, Computer Science at ScalerBachelor of Technology - BTech, Computer Science, 3rd Year, Bachelor of Technology - BTech, Computer Science, 3rd Year at KRISHNA INSTITUTE OF ENGINEERING AND TECHNOLOGY, GHAZIABADProgramming languages (2)
Github contributions (5)
revantg/basic_pandas
Aug 2018 - Aug 2018
Contributions:7 commits, 4 pushes, 1 branch in 1 day
goelaakash79/MachineLearningLabFiles
Sep 2018 - Sep 2018
Contributions:7 commits, 4 pushes in 19 days
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